R Markdown

state_data <- read.csv("state_data.csv")

Creating total funding variable

colnames(state_data)
##  [1] "X"                                                           
##  [2] "state"                                                       
##  [3] "GEOID"                                                       
##  [4] "coc"                                                         
##  [5] "cdbg_entitlement"                                            
##  [6] "elderly"                                                     
##  [7] "grrp_comp"                                                   
##  [8] "grrp_elements"                                               
##  [9] "grrp_leading"                                                
## [10] "home"                                                        
## [11] "hud_disability"                                              
## [12] "hud_esg"                                                     
## [13] "hud_hopwa"                                                   
## [14] "hud_htf"                                                     
## [15] "public_hsg"                                                  
## [16] "public_hsg_cap"                                              
## [17] "s8_project"                                                  
## [18] "NAME"                                                        
## [19] "total_pop"                                                   
## [20] "ALAND"                                                       
## [21] "AWATER"                                                      
## [22] "percent_urban"                                               
## [23] "percent_rural"                                               
## [24] "percent_poc"                                                 
## [25] "poverty_rate"                                                
## [26] "pop_density"                                                 
## [27] "med_hh_income"                                               
## [28] "employment_access_index"                                     
## [29] "housing_cost_burden"                                         
## [30] "overcrowded_housing"                                         
## [31] "vacancy_rate"                                                
## [32] "incomplete_plumbing"                                         
## [33] "incomplete_kitchen"                                          
## [34] "housing_units"                                               
## [35] "permits"                                                     
## [36] "capacity_housing"                                            
## [37] "hud_pbs8"                                                    
## [38] "hud_hcv"                                                     
## [39] "hud_202"                                                     
## [40] "hud_ph"                                                      
## [41] "age_under_18"                                                
## [42] "age_over_64"                                                 
## [43] "Total.Year.Round.Beds..ES..TH..SH."                          
## [44] "Total.Year.Round.Beds..ES....6"                              
## [45] "Total.Year.Round.Beds..TH....7"                              
## [46] "Total.Year.Round.Beds..SH....8"                              
## [47] "Total.Year.Round.Beds..OPH."                                 
## [48] "Total.Year.Round.Beds..PSH."                                 
## [49] "Total.Year.Round.Beds..RRH."                                 
## [50] "Number.of.CoCs"                                              
## [51] "Overall.Homeless"                                            
## [52] "Overall.Homeless...Under.18"                                 
## [53] "Overall.Homeless...Age.18.to.24"                             
## [54] "Overall.Homeless...Age.25.to.34"                             
## [55] "Overall.Homeless...Age.35.to.44"                             
## [56] "Overall.Homeless...Age.45.to.54"                             
## [57] "Overall.Homeless...Age.55.to.64"                             
## [58] "Overall.Homeless...Over.64"                                  
## [59] "Overall.Homeless...Woman"                                    
## [60] "Overall.Homeless...Man"                                      
## [61] "Overall.Homeless...Transgender"                              
## [62] "Overall.Homeless...Non.Binary"                               
## [63] "Overall.Homeless...More.Than.One.Gender"                     
## [64] "Overall.Homeless...Gender.Questioning"                       
## [65] "Overall.Homeless...Culturally.Specific.Identity"             
## [66] "Overall.Homeless...Different.Identity"                       
## [67] "Overall.Homeless...Non.Hispanic.Latina.e.o"                  
## [68] "Overall.Homeless...Hispanic.Latina.e.o"                      
## [69] "Overall.Homeless...Asian.or.Asian.American"                  
## [70] "Overall.Homeless...Black..African.American..or.African"      
## [71] "Overall.Homeless...Middle.Eastern.or.North.African"          
## [72] "Overall.Homeless...White"                                    
## [73] "Overall.Homeless...Native.Hawaiian.or.Other.Pacific.Islander"
## [74] "Overall.Homeless.Veterans"                                   
## [75] "Overall.Chronically.Homeless"                                
## [76] "Overall.Homeless.People.in.Families"                         
## [77] "Overall.Homeless.Individuals"                                
## [78] "Overall.Homeless.Unaccompanied.Youth..Under.25."             
## [79] "Overall.Homeless.Parenting.Youth..Under.25."                 
## [80] "Sheltered.Total.Homeless"                                    
## [81] "Sheltered.ES.Homeless"                                       
## [82] "Sheltered.TH.Homeless"                                       
## [83] "Sheltered.SH.Homeless"                                       
## [84] "Unsheltered.Homeless"                                        
## [85] "funding_total"
states_clean <- state_data |>
  rename(
    homeless = `Overall.Homeless`,
    population = 'total_pop'
  )
states_clean <- states_clean |>
  mutate(homeless_rate = homeless / population)
# Apply log transformation
homeless_ratelog <- log(states_clean$homeless_rate)
funding_totallog <- log(states_clean$funding_total)
homelesslog <-log(states_clean$homeless)
# Raw funding vs homelessness
plot(funding_total ~ homeless, data = states_clean)
abline(h = 0, col = "red", lty = 2)

# Log(funding) vs homelessness
plot(funding_totallog ~ homeless, data = states_clean)
abline(h = 0, col = "red", lty = 2)

# Log(funding) vs log(homeless rate)
plot(funding_totallog ~ homeless_ratelog, data = states_clean)
abline(h = 0, col = "red", lty = 2)

# Raw funding vs log(homeless rate)
plot(funding_total ~ homeless_ratelog, data = states_clean)
abline(h = 0, col = "red", lty = 2)

# Log(funding) vs homeless rate
plot(funding_totallog ~ homeless_rate, data = states_clean)
abline(h = 0, col = "red", lty = 2)

# Raw funding vs homeless rate
plot(funding_total ~ homeless_rate, data = states_clean)
abline(h = 0, col = "red", lty = 2)

# Log Calculations
states_clean$homeless_ratelog <- log(states_clean$homeless_rate)
states_clean$funding_totallog <- log(states_clean$funding_total)
states_clean$homelesslog <- log(states_clean$homeless)

### 1. Raw Funding vs Raw Homeless
cor1 <- cor(states_clean$funding_total, states_clean$homeless, use = "complete.obs")
model1_raw_raw <- lm(funding_total ~ homeless, data = states_clean)
summary(model1_raw_raw)
## 
## Call:
## lm(formula = funding_total ~ homeless, data = states_clean)
## 
## Residuals:
##        Min         1Q     Median         3Q        Max 
## -2.496e+09 -4.910e+08 -9.908e+07  2.827e+08  2.388e+09 
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) 524503575  128474215   4.083  0.00016 ***
## homeless        48265       3576  13.497  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 844100000 on 50 degrees of freedom
## Multiple R-squared:  0.7846, Adjusted R-squared:  0.7803 
## F-statistic: 182.2 on 1 and 50 DF,  p-value: < 2.2e-16
plot(funding_total ~ homeless, data = states_clean,
     main = paste("Raw Funding vs Homeless\nCorrelation =", round(cor1, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model1_raw_raw), residuals(model1_raw_raw), main="Model 1: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h=0, col="blue")

hist(residuals(model1_raw_raw), main="Model 1: Residual Histogram")

qqnorm(resid(model1_raw_raw)); qqline(resid(model1_raw_raw))

### 2. Log(Funding) vs Raw Homeless
cor2 <- cor(states_clean$funding_totallog, states_clean$homeless, use = "complete.obs")
model2_logfund_rawhomeless <- lm(funding_totallog ~ homeless, data = states_clean)
summary(model2_logfund_rawhomeless)
## 
## Call:
## lm(formula = funding_totallog ~ homeless, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -2.1324 -0.7593  0.1584  0.6787  1.5966 
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) 1.998e+01  1.486e-01 134.414  < 2e-16 ***
## homeless    2.009e-05  4.137e-06   4.857 1.22e-05 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.9765 on 50 degrees of freedom
## Multiple R-squared:  0.3206, Adjusted R-squared:  0.307 
## F-statistic: 23.59 on 1 and 50 DF,  p-value: 1.215e-05
plot(funding_totallog ~ homeless, data = states_clean,
     main = paste("Log(Funding) vs Homeless\nCorrelation =", round(cor2, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model2_logfund_rawhomeless), residuals(model2_logfund_rawhomeless), main="Model 2: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h=0, col="blue")

hist(residuals(model2_logfund_rawhomeless), main="Model 2: Residual Histogram")

qqnorm(resid(model2_logfund_rawhomeless)); qqline(resid(model2_logfund_rawhomeless))

### 3. Log(Funding) vs Log(Homeless Rate)
cor3 <- cor(states_clean$funding_totallog, states_clean$homeless_ratelog, use = "complete.obs")
model3_logfund_lograte <- lm(funding_totallog ~ homeless_ratelog, data = states_clean)
summary(model3_logfund_lograte)
## 
## Call:
## lm(formula = funding_totallog ~ homeless_ratelog, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -2.3812 -0.9782  0.1138  0.7865  2.7001 
## 
## Coefficients:
##                  Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      20.68150    1.52542  13.558   <2e-16 ***
## homeless_ratelog  0.06295    0.23541   0.267     0.79    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.184 on 50 degrees of freedom
## Multiple R-squared:  0.001428,   Adjusted R-squared:  -0.01854 
## F-statistic: 0.07151 on 1 and 50 DF,  p-value: 0.7902
plot(funding_totallog ~ homeless_ratelog, data = states_clean,
     main = paste("Log(Funding) vs Log(Homeless Rate)\nCorrelation =", round(cor3, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model3_logfund_lograte), residuals(model3_logfund_lograte), main="Model 3: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h=0, col="blue")

hist(residuals(model3_logfund_lograte), main="Model 3: Residual Histogram")

qqnorm(resid(model3_logfund_lograte)); qqline(resid(model3_logfund_lograte))

### 4. Raw Funding vs Log(Homeless Rate)
cor4 <- cor(states_clean$funding_total, states_clean$homeless_ratelog, use = "complete.obs")
model4_rawfund_lograte <- lm(funding_total ~ homeless_ratelog, data = states_clean)
summary(model4_rawfund_lograte)
## 
## Call:
## lm(formula = funding_total ~ homeless_ratelog, data = states_clean)
## 
## Residuals:
##        Min         1Q     Median         3Q        Max 
## -2.264e+09 -9.342e+08 -3.220e+08  4.248e+08  8.028e+09 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)   
## (Intercept)      6.280e+09  2.231e+09   2.814  0.00697 **
## homeless_ratelog 7.824e+08  3.443e+08   2.272  0.02740 * 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.732e+09 on 50 degrees of freedom
## Multiple R-squared:  0.0936, Adjusted R-squared:  0.07547 
## F-statistic: 5.163 on 1 and 50 DF,  p-value: 0.0274
plot(funding_total ~ homeless_ratelog, data = states_clean,
     main = paste("Raw Funding vs Log(Homeless Rate)\nCorrelation =", round(cor4, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model4_rawfund_lograte), residuals(model4_rawfund_lograte), main="Model 4: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h=0, col="blue")

hist(residuals(model4_rawfund_lograte), main="Model 4: Residual Histogram")

qqnorm(resid(model4_rawfund_lograte)); qqline(resid(model4_rawfund_lograte))

### 5. Log(Funding) vs Raw Homeless Rate
cor5 <- cor(states_clean$funding_totallog, states_clean$homeless_rate, use = "complete.obs")
model5_logfund_rawrate <- lm(funding_totallog ~ homeless_rate, data = states_clean)
summary(model5_logfund_rawrate)
## 
## Call:
## lm(formula = funding_totallog ~ homeless_rate, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -2.3545 -0.9490  0.1195  0.8161  2.4901 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    20.1656     0.2438  82.722   <2e-16 ***
## homeless_rate  52.2005    85.4959   0.611    0.544    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.18 on 50 degrees of freedom
## Multiple R-squared:  0.007401,   Adjusted R-squared:  -0.01245 
## F-statistic: 0.3728 on 1 and 50 DF,  p-value: 0.5443
plot(funding_totallog ~ homeless_rate, data = states_clean,
     main = paste("Log(Funding) vs Homeless Rate\nCorrelation =", round(cor5, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model5_logfund_rawrate), residuals(model5_logfund_rawrate), main="Model 5: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h=0, col="blue")

hist(residuals(model5_logfund_rawrate), main="Model 5: Residual Histogram")

qqnorm(resid(model5_logfund_rawrate)); qqline(resid(model5_logfund_rawrate))

### 6. Raw Funding vs Raw Homeless Rate
###cor6 <- cor(states_clean$funding_total, states_clean$homeless_rate, use = "complete.obs")
###model6_rawfund_rawrate <- lm(funding_total ~ homeless_rate, data = states_clean)
###summary(model6_rawfund_rawrate)
###plot(funding_total ~ homeless_rate, data = states_clean,
###     main = paste("Raw Funding vs Homeless Rate\nCorrelation =", round(cor6, 3)))
###abline(h = 0, col = "red", lty = 2)

# Diagnostics
###plot(fitted(model6_rawfund_rawrate), residuals(model6_rawfund_rawrate), main="Model 6: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
###abline(h=0, col="blue")
###hist(residuals(model6_rawfund_rawrate), main="Model 6: Residual Histogram")
### qqnorm(resid(model6_rawfund_rawrate)); qqline(resid(model6_rawfund_rawrate))
# Turn off scientific notation
options(scipen = 999)

cor1 <- cor(states_clean$funding_total, states_clean$homeless, use = "complete.obs")
model1_raw_raw <- lm(funding_total ~ homeless, data = states_clean)
summary(model1_raw_raw)
## 
## Call:
## lm(formula = funding_total ~ homeless, data = states_clean)
## 
## Residuals:
##         Min          1Q      Median          3Q         Max 
## -2495652575  -490950519   -99082383   282671034  2388094354 
## 
## Coefficients:
##              Estimate Std. Error t value             Pr(>|t|)    
## (Intercept) 524503575  128474215   4.083              0.00016 ***
## homeless        48265       3576  13.497 < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 844100000 on 50 degrees of freedom
## Multiple R-squared:  0.7846, Adjusted R-squared:  0.7803 
## F-statistic: 182.2 on 1 and 50 DF,  p-value: < 0.00000000000000022
# Scatter plot with correlation label
plot(funding_total ~ homeless, data = states_clean,
     main = paste("Raw Funding vs Homeless\nCorrelation =", round(cor1, 3)),
     xlab = "Homeless Population", ylab = "Total Funding")

abline(model1_raw_raw, col = "darkgreen", lwd = 2)
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model1_raw_raw), residuals(model1_raw_raw),
     main = "Model 1: Fitted vs Residuals",
     xlab = "Fitted Values", ylab = "Residuals")
abline(h = 0, col = "blue")

hist(residuals(model1_raw_raw), main = "Model 1: Residual Histogram")

qqnorm(resid(model1_raw_raw))
qqline(resid(model1_raw_raw))

states_clean$funding_per_capita <- states_clean$funding_total / states_clean$population
states_clean$funding_per_capitalog <- log(states_clean$funding_per_capita)


### 2. Log(Funding Per Capita) vs Raw Homeless
cor2 <- cor(states_clean$funding_per_capitalog, states_clean$homeless, use = "complete.obs")
model2 <- lm(funding_per_capitalog ~ homeless, data = states_clean)
summary(model2)
## 
## Call:
## lm(formula = funding_per_capitalog ~ homeless, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.8210 -0.3637 -0.1606  0.2434  1.7115 
## 
## Coefficients:
##               Estimate Std. Error t value            Pr(>|t|)    
## (Intercept) 5.06010834 0.08479511  59.675 <0.0000000000000002 ***
## homeless    0.00000345 0.00000236   1.462                0.15    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.5571 on 50 degrees of freedom
## Multiple R-squared:  0.04099,    Adjusted R-squared:  0.02181 
## F-statistic: 2.137 on 1 and 50 DF,  p-value: 0.15
plot(funding_per_capitalog ~ homeless, data = states_clean,
     main = paste("Log(Funding Per Capita) vs Homeless\nCorrelation =", round(cor2, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model2), residuals(model2), main="Model 2: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h = 0, col = "blue")

hist(residuals(model2), main="Model 2: Residual Histogram")

qqnorm(resid(model2)); qqline(resid(model2))

### 3. Log(Funding Per Capita) vs Log(Homeless Rate)
cor3 <- cor(states_clean$funding_per_capitalog, states_clean$homeless_ratelog, use = "complete.obs")
model3 <- lm(funding_per_capitalog ~ homeless_ratelog, data = states_clean)
summary(model3)
## 
## Call:
## lm(formula = funding_per_capitalog ~ homeless_ratelog, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.9564 -0.3774 -0.1264  0.3204  1.3239 
## 
## Coefficients:
##                  Estimate Std. Error t value         Pr(>|t|)    
## (Intercept)        6.5319     0.7046   9.270 0.00000000000193 ***
## homeless_ratelog   0.2205     0.1087   2.028           0.0479 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.5468 on 50 degrees of freedom
## Multiple R-squared:  0.07601,    Adjusted R-squared:  0.05753 
## F-statistic: 4.113 on 1 and 50 DF,  p-value: 0.04789
plot(funding_per_capitalog ~ homeless_ratelog, data = states_clean,
     main = paste("Log(Funding Per Capita) vs Log(Homeless Rate)\nCorrelation =", round(cor3, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model3), residuals(model3), main="Model 3: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h = 0, col = "blue")

hist(residuals(model3), main="Model 3: Residual Histogram")

qqnorm(resid(model3)); qqline(resid(model3))

### 4. Raw Funding Per Capita vs Log(Homeless Rate)
cor4 <- cor(states_clean$funding_per_capita, states_clean$homeless_ratelog, use = "complete.obs")
model4 <- lm(funding_per_capita ~ homeless_ratelog, data = states_clean)
summary(model4)
## 
## Call:
## lm(formula = funding_per_capita ~ homeless_ratelog, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -191.71  -92.78  -33.14   42.18  556.04 
## 
## Coefficients:
##                  Estimate Std. Error t value Pr(>|t|)    
## (Intercept)        733.53     189.75   3.866  0.00032 ***
## homeless_ratelog    82.80      29.28   2.828  0.00673 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 147.3 on 50 degrees of freedom
## Multiple R-squared:  0.1379, Adjusted R-squared:  0.1206 
## F-statistic: 7.995 on 1 and 50 DF,  p-value: 0.006728
plot(funding_per_capita ~ homeless_ratelog, data = states_clean,
     main = paste("Funding Per Capita vs Log(Homeless Rate)\nCorrelation =", round(cor4, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model4), residuals(model4), main="Model 4: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h = 0, col = "blue")

hist(residuals(model4), main="Model 4: Residual Histogram")

qqnorm(resid(model4)); qqline(resid(model4))

### 5. Log(Funding Per Capita) vs Raw Homeless Rate
cor5 <- cor(states_clean$funding_per_capitalog, states_clean$homeless_rate, use = "complete.obs")
model5 <- lm(funding_per_capitalog ~ homeless_rate, data = states_clean)
summary(model5)
## 
## Call:
## lm(formula = funding_per_capitalog ~ homeless_rate, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.9232 -0.3708 -0.1047  0.3371  1.3134 
## 
## Coefficients:
##               Estimate Std. Error t value            Pr(>|t|)    
## (Intercept)     4.8868     0.1094  44.663 <0.0000000000000002 ***
## homeless_rate 106.1885    38.3732   2.767              0.0079 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.5298 on 50 degrees of freedom
## Multiple R-squared:  0.1328, Adjusted R-squared:  0.1155 
## F-statistic: 7.658 on 1 and 50 DF,  p-value: 0.007904
plot(funding_per_capitalog ~ homeless_rate, data = states_clean,
     main = paste("Log(Funding Per Capita) vs Homeless Rate\nCorrelation =", round(cor5, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model5), residuals(model5), main="Model 5: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h = 0, col = "blue")

hist(residuals(model5), main="Model 5: Residual Histogram")

qqnorm(resid(model5)); qqline(resid(model5))

### 6. Raw Funding Per Capita vs Raw Homeless Rate
cor6 <- cor(states_clean$funding_per_capita, states_clean$homeless_rate, use = "complete.obs")
model6 <- lm(funding_per_capita ~ homeless_rate, data = states_clean)
summary(model6)
## 
## Call:
## lm(formula = funding_per_capita ~ homeless_rate, data = states_clean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -245.66  -74.10  -28.16   46.52  470.68 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     121.51      29.12   4.173 0.000120 ***
## homeless_rate 37196.73   10213.04   3.642 0.000642 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 141 on 50 degrees of freedom
## Multiple R-squared:  0.2097, Adjusted R-squared:  0.1939 
## F-statistic: 13.26 on 1 and 50 DF,  p-value: 0.0006418
plot(funding_per_capita ~ homeless_rate, data = states_clean,
     main = paste("Funding Per Capita vs Homeless Rate\nCorrelation =", round(cor6, 3)))
abline(h = 0, col = "red", lty = 2)

# Diagnostics
plot(fitted(model6), residuals(model6), main="Model 6: Fitted vs Residuals", xlab="Fitted Values", ylab="Residuals")
abline(h = 0, col = "blue")

hist(residuals(model6), main="Model 6: Residual Histogram")

qqnorm(resid(model6)); qqline(resid(model6))

states_clean$funding_per_homelessrate <- states_clean$funding_total / states_clean$homeless_rate
model <- lm(funding_per_homelessrate ~ homeless_rate, data = states_clean)
summary(model)
## 
## Call:
## lm(formula = funding_per_homelessrate ~ homeless_rate, data = states_clean)
## 
## Residuals:
##           Min            1Q        Median            3Q           Max 
## -854270502277 -554048658465 -203018477570  347087337504 2098548945904 
## 
## Coefficients:
##                       Estimate       Std. Error t value     Pr(>|t|)    
## (Intercept)      1016590662604     153196709229   6.636 0.0000000223 ***
## homeless_rate -111792845278478   53728087603831  -2.081       0.0426 *  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 741800000000 on 50 degrees of freedom
## Multiple R-squared:  0.07969,    Adjusted R-squared:  0.06128 
## F-statistic: 4.329 on 1 and 50 DF,  p-value: 0.0426
#predict(model1, interval = "confidence")
##predict.lm(model1,  interval="confidence")

Building Models for County

county_data <- read_csv("county_data.csv")
## New names:
## Rows: 3222 Columns: 92
## ── Column specification
## ──────────────────────────────────────────────────────── Delimiter: "," chr
## (10): coc_num, coc_name, County Name, CoC Name, CoC Category, Count Type... dbl
## (82): ...1, geoCode, Overall Homeless, Overall Homeless - Under 18, Over...
## ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
## Specify the column types or set `show_col_types = FALSE` to quiet this message.
## • `` -> `...1`
## • `Total Year-Round Beds (ES)...6` -> `Total Year-Round Beds (ES)`
## • `Total Year-Round Beds (TH)...7` -> `Total Year-Round Beds (TH)`
## • `Total Year-Round Beds (SH)...8` -> `Total Year-Round Beds (SH)`
county_clean <- county_data |>
  rename(
    homeless = `Overall Homeless`
  )
county_clean
## # A tibble: 3,222 × 92
##     ...1 coc_num geoCode coc_name        `County Name` `CoC Name` `CoC Category`
##    <dbl> <chr>     <dbl> <chr>           <chr>         <chr>      <chr>         
##  1     1 AK-501    29013 Alaska Balance… Aleutians Ea… Alaska Ba… Largely Rural…
##  2     2 AK-501    29016 Alaska Balance… Aleutians We… Alaska Ba… Largely Rural…
##  3     3 AK-500    20078 Anchorage CoC   Anchorage     Anchorage… Other Largely…
##  4     4 AK-501    29050 Alaska Balance… Bethel Censu… Alaska Ba… Largely Rural…
##  5     5 AK-501    29060 Alaska Balance… Bristol Bay … Alaska Ba… Largely Rural…
##  6     6 AK-501       NA Alaska Balance… Chugach Cens… Alaska Ba… Largely Rural…
##  7     7 AK-501       NA Alaska Balance… Copper River… Alaska Ba… Largely Rural…
##  8     8 AK-501    29068 Alaska Balance… Denali Borou… Alaska Ba… Largely Rural…
##  9     9 AK-501    29070 Alaska Balance… Dillingham C… Alaska Ba… Largely Rural…
## 10    10 AK-501    29090 Alaska Balance… Fairbanks No… Alaska Ba… Largely Rural…
## # ℹ 3,212 more rows
## # ℹ 85 more variables: `Count Types` <chr>, homeless <dbl>,
## #   `Overall Homeless - Under 18` <dbl>,
## #   `Overall Homeless - Age 18 to 24` <dbl>,
## #   `Overall Homeless - Age 25 to 34` <dbl>,
## #   `Overall Homeless - Age 35 to 44` <dbl>,
## #   `Overall Homeless - Age 45 to 54` <dbl>, …
county_model1 <- lm(homeless ~ funding_tot, data = county_clean)
summary(county_model1) 
## 
## Call:
## lm(formula = homeless ~ funding_tot, data = county_clean)
## 
## Residuals:
##    Min     1Q Median     3Q    Max 
## -65994  -1684   -926    523 126484 
## 
## Coefficients:
##                    Estimate      Std. Error t value            Pr(>|t|)    
## (Intercept) 2130.8653345737   90.0960154665   23.65 <0.0000000000000002 ***
## funding_tot    0.0000330068    0.0000007989   41.32 <0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 5027 on 3197 degrees of freedom
##   (23 observations deleted due to missingness)
## Multiple R-squared:  0.3481, Adjusted R-squared:  0.3479 
## F-statistic:  1707 on 1 and 3197 DF,  p-value: < 0.00000000000000022
plot(county_model1$fitted.values, county_model1$residuals,
     xlab = "Fitted Values",
     ylab = "Residuals",
     main = "Residuals vs Fitted")

abline(h = 0, col = "red", lty = 2)

predict(county_model1, interval = "confidence")
##            fit       lwr        upr
## 1     2130.865  1954.214   2307.517
## 2     2130.865  1954.214   2307.517
## 3     3942.995  3759.580   4126.410
## 4     2147.561  1971.037   2324.086
## 5     2130.865  1954.214   2307.517
## 6     2130.865  1954.214   2307.517
## 7     2130.865  1954.214   2307.517
## 8     2130.865  1954.214   2307.517
## 9     2141.353  1964.782   2317.924
## 10    2265.928  2090.208   2441.647
## 11    2135.270  1958.652   2311.888
## 12    2130.865  1954.214   2307.517
## 13    2286.971  2111.376   2462.565
## 14    2142.220  1965.655   2318.785
## 15    2134.440  1957.816   2311.064
## 16    2130.865  1954.214   2307.517
## 17    2130.865  1954.214   2307.517
## 18    2130.865  1954.214   2307.517
## 19    2152.824  1976.340   2329.309
## 20    2132.817  1956.181   2309.454
## 21    2130.865  1954.214   2307.517
## 22    2133.771  1957.142   2310.400
## 23    2151.046  1974.548   2327.544
## 24    2130.865  1954.214   2307.517
## 25    2135.255  1958.637   2311.873
## 26    2130.865  1954.214   2307.517
## 27    2130.865  1954.214   2307.517
## 28    2130.865  1954.214   2307.517
## 29    2130.865  1954.214   2307.517
## 30    2130.865  1954.214   2307.517
## 31    2209.192  2033.109   2385.275
## 32    2407.435  2232.446   2582.424
## 33    2392.395  2217.340   2567.449
## 34    2172.350  1996.009   2348.691
## 35    2243.759  2067.902   2419.616
## 36    2138.704  1962.112   2315.295
## 37    2188.665  2012.440   2364.890
## 38    2978.538  2803.885   3153.191
## 39    2341.573  2166.276   2516.870
## 40    2217.127  2041.097   2393.157
## 41    2212.357  2036.295   2388.419
## 42    2130.865  1954.214   2307.517
## 43    2130.876  1954.224   2307.528
## 44    2243.687  2067.830   2419.544
## 45    2179.139  2002.847   2355.432
## 46    2325.465  2150.084   2500.846
## 47    2509.315  2334.694   2683.936
## 48    2216.543  2040.509   2392.576
## 49    2130.865  1954.214   2307.517
## 50    2359.175  2183.965   2534.384
## 51    2223.502  2047.515   2399.490
## 52    2344.516  2169.234   2519.798
## 53    2472.328  2297.589   2647.067
## 54    2778.167  2603.876   2952.459
## 55    2434.587  2259.709   2609.465
## 56    2203.439  2027.317   2379.561
## 57    2221.579  2045.579   2397.580
## 58    2906.853  2732.388   3081.318
## 59    2255.271  2079.487   2431.056
## 60    2412.688  2237.722   2587.655
## 61    2245.085  2069.237   2420.934
## 62    2347.946  2172.681   2523.211
## 63    2182.549  2006.281   2358.817
## 64    2176.116  1999.802   2352.430
## 65    2438.175  2263.311   2613.039
## 66    2335.311  2159.982   2510.641
## 67    9281.024  8924.970   9637.078
## 68    2279.531  2103.893   2455.169
## 69    2615.890  2441.511   2790.269
## 70    2193.961  2017.774   2370.149
## 71    2642.792  2468.451   2817.133
## 72    2292.025  2116.459   2467.590
## 73    2138.704  1962.112   2315.295
## 74    2331.935  2156.588   2507.281
## 75    3448.168  3270.663   3625.673
## 76    2265.589  2089.868   2441.311
## 77    2593.216  2418.798   2767.634
## 78    2738.987  2564.705   2913.268
## 79    4895.184  4693.073   5097.295
## 80    2276.416  2100.760   2452.073
## 81    5412.706  5197.115   5628.296
## 82    2725.064  2550.781   2899.347
## 83    2222.014  2046.017   2398.011
## 84    2259.897  2084.142   2435.653
## 85    2309.351  2133.883   2484.819
## 86    2218.306  2042.284   2394.328
## 87    2533.585  2359.032   2708.138
## 88    2431.854  2256.965   2606.742
## 89    2334.713  2159.380   2510.045
## 90    2335.950  2160.624   2511.276
## 91    2616.925  2442.548   2791.302
## 92    2471.965  2297.225   2646.706
## 93    3476.944  3299.175   3654.714
## 94    2459.961  2285.178   2634.743
## 95    2144.388  1967.840   2320.937
## 96    2202.141  2026.010   2378.272
## 97    2247.016  2071.180   2422.852
## 98    2207.157  2031.060   2383.254
## 99    2179.188  2002.896   2355.480
## 100   2159.842  1983.409   2336.274
## 101   2245.644  2069.799   2421.489
## 102   2205.290  2029.180   2381.399
## 103   2202.232  2026.102   2378.363
## 104   2131.347  1954.698   2307.995
## 105   2142.150  1965.585   2318.716
## 106   2166.479  1990.095   2342.862
## 107   2216.552  2040.518   2392.586
## 108   2158.567  1982.125   2335.009
## 109   2160.919  1984.494   2337.343
## 110   2145.737  1969.199   2322.275
## 111   2236.189  2060.285   2412.094
## 112   2204.592  2028.478   2380.707
## 113   2578.231  2403.783   2752.679
## 114   2253.377  2077.580   2429.173
## 115   2346.097  2170.822   2521.371
## 116   2212.037  2035.973   2388.101
## 117   2142.882  1966.322   2319.442
## 118   2246.453  2070.614   2422.293
## 119   2202.175  2026.044   2378.306
## 120   2342.440  2167.147   2517.732
## 121   2144.337  1967.789   2320.886
## 122   2159.766  1983.333   2336.199
## 123   2256.059  2080.280   2431.839
## 124   2136.372  1959.763   2312.982
## 125   2165.793  1989.405   2342.182
## 126   2224.861  2048.882   2400.839
## 127   2244.047  2068.192   2419.902
## 128   2239.267  2063.381   2415.152
## 129   2215.104  2039.061   2391.147
## 130   2166.004  1989.617   2342.392
## 131   2253.875  2078.082   2429.669
## 132   2413.740  2238.778   2588.702
## 133   2193.288  2017.095   2369.480
## 134   2134.499  1957.875   2311.123
## 135   2150.013  1973.507   2326.519
## 136   2320.988  2145.583   2496.393
## 137   2161.460  1985.039   2337.880
## 138   2181.372  2005.096   2357.649
## 139   2156.310  1979.852   2332.769
## 140   2280.144  2104.510   2455.779
## 141   2138.021  1961.424   2314.617
## 142   2151.876  1975.385   2328.368
## 143   2216.021  2039.984   2392.058
## 144   2557.922  2383.430   2732.415
## 145   2259.738  2083.981   2435.495
## 146   2133.661  1957.030   2310.291
## 147   2175.365  1999.046   2351.685
## 148   2130.865  1954.214   2307.517
## 149   2357.863  2182.647   2533.078
## 150   2135.346  1958.728   2311.963
## 151   2389.838  2214.772   2564.904
## 152   2138.420  1961.826   2315.013
## 153   2435.864  2260.991   2610.736
## 154   2192.102  2015.901   2368.303
## 155   2271.863  2096.180   2447.547
## 156   2190.956  2014.747   2367.165
## 157   4065.768  3880.454   4251.081
## 158   2250.129  2074.313   2425.946
## 159   2224.498  2048.517   2400.479
## 160   2161.747  1985.328   2338.165
## 161   2133.290  1956.657   2309.923
## 162   2584.635  2410.200   2759.070
## 163   2188.126  2011.898   2364.355
## 164   2144.279  1967.730   2320.828
## 165   2376.220  2201.092   2551.348
## 166   2132.746  1956.109   2309.383
## 167   2284.491  2108.882   2460.100
## 168   2137.019  1960.414   2313.623
## 169   2622.568  2448.200   2796.937
## 170   2337.190  2161.870   2512.509
## 171   2215.472  2039.431   2391.513
## 172   2228.357  2052.402   2404.313
## 173   2145.880  1969.343   2322.417
## 174   2263.482  2087.748   2439.216
## 175   2375.219  2200.087   2550.352
## 176   2144.799  1968.254   2321.344
## 177   2130.865  1954.214   2307.517
## 178   2130.865  1954.214   2307.517
## 179   2130.865  1954.214   2307.517
## 180  13167.612 12642.894  13692.330
## 181   2212.769  2036.710   2388.828
## 182   2178.057  2001.757   2354.358
## 183   4968.673  4764.774   5172.572
## 184   2421.542  2246.612   2596.472
## 185   2207.605  2031.511   2383.699
## 186   2257.266  2081.494   2433.038
## 187   2391.658  2216.600   2566.716
## 188  17594.332 16868.102  18320.561
## 189   2131.415  1954.768   2308.063
## 190   2138.422  1961.828   2315.016
## 191   2667.572  2493.258   2841.887
## 192   2150.687  1974.187   2327.188
## 193   2143.914  1967.362   2320.466
## 194   8499.925  8175.687   8824.162
## 195   2157.708  1981.259   2334.156
## 196   2375.192  2200.059   2550.325
## 197   5705.489  5481.438   5929.540
## 198   2229.387  2053.438   2405.336
## 199   2528.564  2353.998   2703.130
## 200   2649.560  2475.227   2823.893
## 201   2131.415  1954.768   2308.063
## 202   4591.517  4396.308   4786.726
## 203   2533.876  2359.324   2708.429
## 204   2206.651  2030.551   2382.752
## 205   2183.051  2006.787   2359.315
## 206  85171.177 81255.305  89087.050
## 207   2540.493  2365.958   2715.028
## 208   4833.462  4632.819   5034.106
## 209   2137.131  1960.527   2313.734
## 210   2474.482  2299.751   2649.214
## 211   2717.127  2542.843   2891.412
## 212   2302.048  2126.539   2477.557
## 213   2131.415  1954.768   2308.063
## 214   3017.739  2842.954   3192.523
## 215   2510.751  2336.135   2685.368
## 216   2145.198  1968.656   2321.740
## 217  18391.136 17628.143  19154.128
## 218   2602.702  2428.301   2777.103
## 219   2205.777  2029.671   2381.884
## 220   6024.324  5790.468   6258.180
## 221   9466.608  9102.849   9830.367
## 222   2261.046  2085.297   2436.794
## 223   6620.639  6367.036   6874.243
## 224  15948.381 15297.710  16599.052
## 225  24333.821 23294.265  25373.376
## 226   5360.788  5146.638   5574.937
## 227   2692.876  2518.581   2867.171
## 228   6772.091  6513.219   7030.964
## 229   3105.209  2930.061   3280.357
## 230  11527.978 11075.915  11980.040
## 231   4133.169  3946.744   4319.594
## 232   2435.018  2260.142   2609.894
## 233   2133.053  1956.418   2309.688
## 234   2272.788  2097.110   2448.466
## 235   3745.998  3565.278   3926.718
## 236   3871.221  3688.839   4053.604
## 237   3707.894  3527.643   3888.144
## 238   2256.914  2081.140   2432.689
## 239   2184.971  2008.721   2361.222
## 240   2145.867  1969.330   2322.404
## 241   3065.586  2890.615   3240.558
## 242   2167.069  1990.690   2343.449
## 243   6618.908  6365.364   6872.453
## 244   2885.889  2711.467   3060.311
## 245   2344.456  2169.173   2519.738
## 246   2921.052  2746.555   3095.548
## 247   2217.432  2041.404   2393.460
## 248   3300.690  3124.379   3477.002
## 249   2165.491  1989.100   2341.882
## 250   2146.448  1969.916   2322.981
## 251   2137.382  1960.781   2313.984
## 252   2842.815  2668.463   3017.167
## 253   2149.674  1973.165   2326.182
## 254   2148.210  1971.691   2324.729
## 255   2140.617  1964.040   2317.194
## 256   2136.073  1959.462   2312.685
## 257   2168.034  1991.662   2344.407
## 258   2161.201  1984.779   2337.624
## 259   2138.524  1961.931   2315.117
## 260   2130.865  1954.214   2307.517
## 261   2164.201  1987.801   2340.602
## 262  18260.033 17503.097  19016.970
## 263   2130.865  1954.214   2307.517
## 264   2193.811  2017.622   2370.000
## 265   2188.231  2012.003   2364.458
## 266   3271.558  3095.451   3447.666
## 267   2130.865  1954.214   2307.517
## 268   2185.653  2009.407   2361.899
## 269   2190.243  2014.029   2366.457
## 270   2130.865  1954.214   2307.517
## 271   2142.887  1966.327   2319.447
## 272   2164.670  1988.272   2341.067
## 273   2130.865  1954.214   2307.517
## 274   2171.575  1995.228   2347.921
## 275   2130.865  1954.214   2307.517
## 276   3265.445  3089.379   3441.511
## 277   2133.344  1956.712   2309.977
## 278   2150.271  1973.767   2326.775
## 279   2260.620  2084.869   2436.372
## 280   2142.029  1965.462   2318.595
## 281   2524.753  2350.176   2699.330
## 282   2253.852  2078.059   2429.645
## 283   2147.824  1971.302   2324.346
## 284   2198.288  2022.130   2374.445
## 285   2474.927  2300.196   2649.657
## 286   2130.865  1954.214   2307.517
## 287   2161.560  1985.140   2337.980
## 288   2157.346  1980.895   2333.797
## 289   2174.740  1998.416   2351.064
## 290   2204.693  2028.579   2380.807
## 291   2281.483  2105.856   2457.109
## 292   2130.865  1954.214   2307.517
## 293   2130.865  1954.214   2307.517
## 294   2151.905  1975.413   2328.396
## 295   2130.865  1954.214   2307.517
## 296   2184.447  2008.193   2360.702
## 297   2962.721  2788.115   3137.327
## 298   2145.166  1968.624   2321.708
## 299   2165.181  1988.788   2341.574
## 300   2132.173  1955.531   2308.814
## 301   2151.785  1975.292   2328.277
## 302   2130.865  1954.214   2307.517
## 303   2130.865  1954.214   2307.517
## 304   2150.949  1974.450   2327.447
## 305   2130.865  1954.214   2307.517
## 306   2130.865  1954.214   2307.517
## 307   2136.666  1960.059   2313.274
## 308   2682.173  2507.870   2856.475
## 309   2167.622  1991.247   2343.998
## 310   9754.351  9378.549  10130.154
## 311   5066.053  4859.717   5272.388
## 312   2617.289  2442.913   2791.666
## 313   5943.054  5711.752   6174.357
## 314   2841.045  2666.695   3015.395
## 315   2385.794  2210.710   2560.878
## 316   7603.860  7314.577   7893.144
## 317   3627.037  3447.727   3806.346
## 318   7499.510  7214.164   7784.857
## 319  19254.164 18451.243  20057.084
## 320   3415.376  3238.160   3592.593
## 321   6812.863  6552.556   7073.169
## 322   2579.047  2404.601   2753.493
## 323   3384.379  3207.423   3561.335
## 324   3966.459  3782.694   4150.224
## 325   2137.764  1961.165   2314.363
## 326   3287.132  3110.916   3463.347
## 327   6920.929  6656.791   7185.067
## 328   2131.355  1954.707   2308.004
## 329   2388.774  2213.703   2563.844
## 330   2262.899  2087.162   2438.637
## 331   2318.170  2142.750   2493.590
## 332   2639.903  2465.558   2814.247
## 333   2172.684  1996.346   2349.023
## 334   2156.899  1980.444   2333.353
## 335   7305.582  7027.466   7583.698
## 336   3639.993  3460.538   3819.448
## 337   2277.437  2101.786   2453.087
## 338   2163.933  1987.530   2340.335
## 339   2208.894  2032.809   2384.980
## 340   2137.764  1961.165   2314.363
## 341   2132.508  1955.869   2309.147
## 342   2131.355  1954.707   2308.004
## 343   2134.445  1957.821   2311.070
## 344   2150.771  1974.271   2327.271
## 345   2226.501  2050.533   2402.469
## 346   2174.513  1998.188   2350.839
## 347   2249.906  2074.088   2425.724
## 348   8759.237  8424.557   9093.917
## 349   2131.355  1954.707   2308.004
## 350   2283.312  2107.697   2458.928
## 351   2359.159  2183.949   2534.368
## 352   2139.611  1963.027   2316.196
## 353   2155.906  1979.444   2332.367
## 354   2345.188  2169.910   2520.467
## 355   3647.132  3467.596   3826.668
## 356   3979.001  3795.046   4162.955
## 357   2216.644  2040.611   2392.677
## 358   2139.611  1963.027   2316.196
## 359   2174.931  1998.608   2351.253
## 360   2714.323  2540.037   2888.608
## 361   2701.465  2527.174   2875.755
## 362   2237.238  2061.340   2413.136
## 363  21053.880 20167.393  21940.367
## 364   2546.347  2371.827   2720.868
## 365   2261.694  2085.949   2437.439
## 366   2504.260  2329.624   2678.896
## 367   2132.508  1955.869   2309.147
## 368   5915.733  5685.281   6146.185
## 369   2791.539  2617.239   2965.839
## 370   6164.629  5926.282   6402.977
## 371   2792.905  2618.604   2967.206
## 372   5733.792  5508.895   5958.690
## 373   3464.360  3286.708   3642.013
## 374   2443.593  2268.750   2618.436
## 375   2167.426  1991.049   2343.803
## 376   3060.975  2886.023   3235.927
## 377   2590.628  2416.205   2765.051
## 378   2300.902  2125.387   2476.417
## 379   2918.222  2743.732   3092.712
## 380   2137.591  1960.991   2314.191
## 381   2229.397  2053.448   2405.346
## 382   2192.142  2015.942   2368.343
## 383   3321.141  3144.680   3497.602
## 384   2139.611  1963.027   2316.196
## 385   2164.573  1988.175   2340.971
## 386   2169.658  1993.297   2346.019
## 387   2193.948  2017.760   2370.136
## 388   2151.855  1975.363   2328.347
## 389   2267.771  2092.063   2443.479
## 390   2130.865  1954.214   2307.517
## 391   2195.089  2018.909   2371.268
## 392   2130.865  1954.214   2307.517
## 393   2267.130  2091.418   2442.842
## 394   2343.468  2168.180   2518.755
## 395   2227.745  2051.785   2403.705
## 396   2208.874  2032.789   2384.959
## 397   3805.423  3623.937   3986.910
## 398   2153.499  1977.020   2329.979
## 399   2144.838  1968.293   2321.383
## 400   2214.112  2038.062   2390.162
## 401   2130.865  1954.214   2307.517
## 402   2261.627  2085.882   2437.373
## 403   2487.515  2312.826   2662.203
## 404   2181.410  2005.134   2357.686
## 405   2182.773  2006.507   2359.039
## 406   2218.563  2042.543   2394.583
## 407   2187.823  2011.592   2364.053
## 408   2276.925  2101.272   2452.578
## 409   2176.540  2000.229   2352.851
## 410   2130.865  1954.214   2307.517
## 411   3796.408  3615.040   3977.775
## 412   2130.865  1954.214   2307.517
## 413   2251.663  2075.856   2427.470
## 414   2360.208  2185.004   2535.412
## 415   3032.700  2857.860   3207.540
## 416   2143.373  1966.817   2319.929
## 417   2637.690  2463.342   2812.037
## 418   2175.563  1999.245   2351.881
## 419   3149.467  2974.098   3324.836
## 420   2297.569  2122.035   2473.103
## 421   2410.838  2235.864   2585.813
## 422   2166.147  1989.761   2342.533
## 423   2165.679  1989.289   2342.068
## 424   2477.615  2302.894   2652.336
## 425   2150.731  1974.231   2327.231
## 426   2330.068  2154.711   2505.425
## 427   2131.790  1955.146   2308.435
## 428   2130.865  1954.214   2307.517
## 429   6786.424  6527.049   7045.800
## 430   2307.768  2132.291   2483.245
## 431   2266.466  2090.750   2442.182
## 432   2232.101  2056.170   2408.032
## 433   2735.007  2560.725   2909.288
## 434   2152.812  1976.327   2329.297
## 435   2199.932  2023.786   2376.078
## 436   2130.865  1954.214   2307.517
## 437   2130.865  1954.214   2307.517
## 438   2234.468  2058.552   2410.384
## 439   2275.906  2100.246   2451.565
## 440   2216.930  2040.898   2392.961
## 441   2188.973  2012.751   2365.196
## 442   2227.854  2051.895   2403.813
## 443   2504.988  2330.354   2679.622
## 444   2553.051  2378.547   2727.555
## 445   2273.716  2098.043   2449.388
## 446  13303.060 12772.275  13833.846
## 447   2169.011  1992.645   2345.376
## 448   2141.317  1964.746   2317.889
## 449   2645.169  2470.831   2819.507
## 450   2197.751  2021.590   2373.913
## 451   2186.590  2010.350   2362.829
## 452   2209.435  2033.354   2385.517
## 453   3056.464  2881.530   3231.397
## 454   2130.865  1954.214   2307.517
## 455   2375.528  2200.397   2550.659
## 456   2142.250  1965.685   2318.814
## 457   2203.349  2027.226   2379.472
## 458   2130.865  1954.214   2307.517
## 459   2196.321  2020.150   2372.492
## 460   2190.535  2014.324   2366.747
## 461   2304.851  2129.358   2480.344
## 462   2443.339  2268.495   2618.183
## 463   2204.553  2028.438   2380.668
## 464   2195.508  2019.331   2371.685
## 465   2153.356  1976.875   2329.837
## 466   2198.782  2022.627   2374.936
## 467   2133.597  1956.967   2310.228
## 468   2130.865  1954.214   2307.517
## 469   2167.434  1991.057   2343.811
## 470   2130.865  1954.214   2307.517
## 471   2198.579  2022.423   2374.734
## 472   2140.773  1964.198   2317.349
## 473   2467.847  2293.093   2642.602
## 474   2171.672  1995.326   2348.018
## 475   2330.421  2155.066   2505.776
## 476   2156.616  1980.159   2333.072
## 477   2130.865  1954.214   2307.517
## 478   2749.951  2575.668   2924.233
## 479   2160.931  1984.507   2337.356
## 480   2288.487  2112.901   2464.072
## 481   2141.437  1964.866   2318.008
## 482   2130.865  1954.214   2307.517
## 483   2241.045  2065.171   2416.919
## 484   2130.865  1954.214   2307.517
## 485   2188.466  2012.240   2364.693
## 486   2167.944  1991.571   2344.317
## 487   2436.503  2261.633   2611.373
## 488   2139.759  1963.176   2316.342
## 489   2142.425  1965.862   2318.989
## 490   2184.488  2008.233   2360.742
## 491   2153.888  1977.411   2330.364
## 492   3016.017  2841.238   3190.795
## 493   2328.373  2153.008   2503.739
## 494   2130.865  1954.214   2307.517
## 495   2130.865  1954.214   2307.517
## 496   2294.276  2118.724   2469.829
## 497   2255.121  2079.336   2430.907
## 498   2174.692  1998.368   2351.016
## 499   2157.585  1981.135   2334.034
## 500   2130.865  1954.214   2307.517
## 501   2231.283  2055.346   2407.220
## 502   2141.261  1964.689   2317.833
## 503   2179.326  2003.035   2355.617
## 504   2130.865  1954.214   2307.517
## 505   2167.341  1990.964   2343.719
## 506   2188.042  2011.812   2364.271
## 507   3908.464  3725.553   4091.375
## 508   2238.732  2062.843   2414.621
## 509   2130.865  1954.214   2307.517
## 510   2130.865  1954.214   2307.517
## 511   2130.865  1954.214   2307.517
## 512   2515.921  2341.319   2690.523
## 513   2374.310  2199.173   2549.447
## 514   2166.706  1990.324   2343.088
## 515   2517.567  2342.970   2692.164
## 516   2171.021  1994.671   2347.372
## 517   2137.835  1961.237   2314.433
## 518   2251.675  2075.868   2427.482
## 519   2133.527  1956.896   2310.159
## 520   2184.786  2008.534   2361.038
## 521   2197.698  2021.536   2373.860
## 522   2335.990  2160.664   2511.316
## 523   2379.927  2204.817   2555.038
## 524   2237.624  2061.728   2413.520
## 525   2130.865  1954.214   2307.517
## 526   2183.461  2007.200   2359.723
## 527   2545.508  2370.985   2720.030
## 528   2202.240  2026.110   2378.371
## 529   2130.865  1954.214   2307.517
## 530   2241.528  2065.658   2417.399
## 531   2397.397  2222.365   2572.430
## 532   2257.344  2081.572   2433.115
## 533   2396.710  2221.674   2571.745
## 534   2352.524  2177.282   2527.766
## 535   2193.933  2017.745   2370.121
## 536   2231.932  2056.000   2407.865
## 537   2195.695  2019.519   2371.871
## 538   2130.865  1954.214   2307.517
## 539   2166.223  1989.837   2342.608
## 540   2130.865  1954.214   2307.517
## 541   2155.825  1979.363   2332.287
## 542   2162.810  1986.399   2339.221
## 543   2228.651  2052.697   2404.605
## 544   2163.622  1987.217   2340.026
## 545   2207.915  2031.823   2384.006
## 546   2537.767  2363.225   2712.309
## 547   8707.502  8374.915   9040.088
## 548   2130.865  1954.214   2307.517
## 549   2224.336  2048.354   2400.318
## 550   2936.173  2761.639   3110.706
## 551   2137.440  1960.838   2314.041
## 552   2144.242  1967.693   2320.792
## 553   2144.882  1968.337   2321.426
## 554   2180.114  2003.828   2356.399
## 555   2130.865  1954.214   2307.517
## 556   2164.007  1987.605   2340.409
## 557   2451.745  2276.933   2626.558
## 558   2130.865  1954.214   2307.517
## 559   2184.635  2008.382   2360.889
## 560   2166.413  1990.029   2342.797
## 561   2142.872  1966.312   2319.431
## 562   2130.865  1954.214   2307.517
## 563   2140.894  1964.320   2317.469
## 564   2144.761  1968.215   2321.306
## 565   2135.905  1959.292   2312.518
## 566   2134.814  1958.193   2311.436
## 567   2252.641  2076.841   2428.442
## 568   2149.109  1972.597   2325.622
## 569   2130.865  1954.214   2307.517
## 570   2141.142  1964.569   2317.715
## 571   2194.719  2018.537   2370.902
## 572   2133.364  1956.732   2309.997
## 573   2240.282  2064.403   2416.160
## 574   2152.411  1975.923   2328.898
## 575   2135.771  1959.157   2312.385
## 576   2130.865  1954.214   2307.517
## 577   2153.935  1977.459   2330.412
## 578   2133.151  1956.517   2309.785
## 579   2279.812  2104.176   2455.449
## 580   2130.865  1954.214   2307.517
## 581   2443.848  2269.006   2618.691
## 582   2130.865  1954.214   2307.517
## 583   2130.865  1954.214   2307.517
## 584   2173.272  1996.938   2349.607
## 585   2132.375  1955.735   2309.015
## 586   2155.356  1978.890   2331.822
## 587   2147.516  1970.992   2324.041
## 588   2130.865  1954.214   2307.517
## 589   2130.865  1954.214   2307.517
## 590   2131.643  1954.997   2308.288
## 591   2130.865  1954.214   2307.517
## 592   2130.865  1954.214   2307.517
## 593   2143.461  1966.906   2320.016
## 594   2143.562  1967.007   2320.116
## 595   2130.865  1954.214   2307.517
## 596   2130.865  1954.214   2307.517
## 597   2130.865  1954.214   2307.517
## 598   2130.865  1954.214   2307.517
## 599   2185.713  2009.467   2361.958
## 600   2146.431  1969.898   2322.964
## 601   2169.807  1993.447   2346.166
## 602   2469.742  2294.994   2644.490
## 603   2146.492  1969.960   2323.024
## 604   2133.415  1956.783   2310.047
## 605   2182.705  2006.439   2358.972
## 606   2260.912  2085.163   2436.662
## 607   2565.303  2390.827   2739.778
## 608   2130.865  1954.214   2307.517
## 609   2163.854  1987.451   2340.257
## 610   2144.735  1968.189   2321.280
## 611   2140.546  1963.969   2317.124
## 612   2179.805  2003.518   2356.093
## 613   2151.433  1974.938   2327.928
## 614   2169.042  1992.677   2345.408
## 615   2153.316  1976.835   2329.797
## 616   2130.865  1954.214   2307.517
## 617   2147.783  1971.260   2324.305
## 618   2149.735  1973.227   2326.243
## 619   2172.174  1995.832   2348.517
## 620   2271.076  2095.388   2446.764
## 621   2141.385  1964.814   2317.956
## 622   2133.404  1956.772   2310.036
## 623   2201.670  2025.536   2377.804
## 624   2136.386  1959.777   2312.995
## 625   2136.031  1959.419   2312.643
## 626   2130.865  1954.214   2307.517
## 627   4187.668  4000.309   4375.027
## 628   2161.005  1984.581   2337.429
## 629   2140.525  1963.947   2317.102
## 630   2135.012  1958.392   2311.632
## 631   2515.188  2340.584   2689.792
## 632   2154.077  1977.601   2330.552
## 633   2162.913  1986.503   2339.323
## 634   2253.351  2077.554   2429.147
## 635   2130.865  1954.214   2307.517
## 636   2139.241  1962.653   2315.828
## 637   2208.098  2032.007   2384.188
## 638   2130.865  1954.214   2307.517
## 639   2312.729  2137.279   2488.178
## 640   2154.299  1977.826   2330.773
## 641   2143.122  1966.564   2319.679
## 642   2130.865  1954.214   2307.517
## 643   2458.770  2283.983   2633.557
## 644   2142.376  1965.813   2318.940
## 645   2136.271  1959.661   2312.881
## 646   2697.710  2523.417   2872.002
## 647   2130.865  1954.214   2307.517
## 648   2130.865  1954.214   2307.517
## 649   3739.417  3558.779   3920.054
## 650   2130.865  1954.214   2307.517
## 651   2253.303  2077.506   2429.100
## 652   2130.865  1954.214   2307.517
## 653   2130.865  1954.214   2307.517
## 654   2145.448  1968.907   2321.988
## 655   2148.856  1972.342   2325.370
## 656   2130.865  1954.214   2307.517
## 657   2133.064  1956.429   2309.699
## 658   2308.447  2132.974   2483.920
## 659   2135.898  1959.285   2312.511
## 660   2130.865  1954.214   2307.517
## 661   2130.865  1954.214   2307.517
## 662   2362.202  2187.008   2537.397
## 663   2138.131  1961.535   2314.726
## 664   2137.681  1961.082   2314.281
## 665   2130.865  1954.214   2307.517
## 666   2130.865  1954.214   2307.517
## 667   2130.865  1954.214   2307.517
## 668   2157.307  1980.856   2333.758
## 669   2135.179  1958.560   2311.797
## 670   2154.166  1977.691   2330.641
## 671   2143.099  1966.541   2319.657
## 672   2130.865  1954.214   2307.517
## 673   2143.480  1966.925   2320.035
## 674   2130.865  1954.214   2307.517
## 675   2140.581  1964.004   2317.158
## 676   2349.540  2174.283   2524.797
## 677   2159.248  1982.811   2335.685
## 678   2142.997  1966.438   2319.555
## 679   2143.431  1966.876   2319.987
## 680   2139.373  1962.787   2315.960
## 681   2130.865  1954.214   2307.517
## 682   2155.411  1978.945   2331.876
## 683   2182.393  2006.124   2358.662
## 684   2130.865  1954.214   2307.517
## 685   2130.865  1954.214   2307.517
## 686   2138.813  1962.223   2315.404
## 687   2145.573  1969.034   2322.112
## 688   2148.355  1971.837   2324.873
## 689   2130.865  1954.214   2307.517
## 690   2269.661  2093.965   2445.358
## 691   2130.865  1954.214   2307.517
## 692   2139.081  1962.493   2315.670
## 693   2471.407  2296.665   2646.149
## 694   3006.691  2831.946   3181.437
## 695   2210.206  2034.130   2386.282
## 696   2330.817  2155.464   2506.170
## 697   2175.286  1998.966   2351.606
## 698   2233.043  2057.118   2408.969
## 699   2154.073  1977.597   2330.548
## 700   2159.595  1983.161   2336.029
## 701   2161.104  1984.681   2337.528
## 702   2560.005  2385.517   2734.493
## 703   2160.879  1984.454   2337.304
## 704   2163.958  1987.556   2340.360
## 705   2216.706  2040.673   2392.739
## 706   2193.361  2017.169   2369.553
## 707   2447.523  2272.695   2622.352
## 708  67182.253 64118.996  70245.509
## 709   2143.833  1967.281   2320.386
## 710   2187.027  2010.791   2363.264
## 711   2223.362  2047.373   2399.350
## 712   2926.433  2751.923   3100.942
## 713   2133.494  1956.862   2310.125
## 714   4697.093  4499.577   4894.610
## 715   2207.424  2031.329   2383.519
## 716   2150.110  1973.605   2326.615
## 717   2259.480  2083.721   2435.238
## 718   2139.649  1963.065   2316.234
## 719   2161.850  1985.432   2338.268
## 720   2440.694  2265.840   2615.548
## 721   2349.558  2174.301   2524.814
## 722   2177.842  2001.541   2354.144
## 723   2196.917  2020.749   2373.084
## 724   2218.839  2042.820   2394.857
## 725   2153.354  1976.873   2329.834
## 726   2161.080  1984.656   2337.503
## 727   2188.534  2012.308   2364.759
## 728   2142.571  1966.009   2319.133
## 729   2327.530  2152.160   2502.900
## 730   2151.369  1974.873   2327.864
## 731   2637.207  2462.859   2811.555
## 732   2136.163  1959.552   2312.774
## 733   2288.972  2113.389   2464.555
## 734   2194.422  2018.237   2370.606
## 735   2177.148  2000.842   2353.455
## 736   2171.518  1995.171   2347.865
## 737   3972.973  3789.109   4156.836
## 738   2548.988  2374.474   2723.502
## 739   2234.417  2058.501   2410.333
## 740   2568.320  2393.851   2742.789
## 741   2645.527  2471.189   2819.865
## 742   5718.080  5493.654   5942.507
## 743   2185.689  2009.444   2361.935
## 744   2265.553  2089.831   2441.274
## 745   2242.703  2066.840   2418.566
## 746   2201.269  2025.132   2377.406
## 747   2929.399  2754.882   3103.916
## 748   2289.921  2114.344   2465.499
## 749   3133.504  2958.218   3308.791
## 750   2367.650  2192.481   2542.818
## 751   2146.092  1969.557   2322.627
## 752   2132.875  1956.239   2309.511
## 753   2310.182  2134.719   2485.646
## 754   2323.922  2148.533   2499.312
## 755   2950.497  2775.925   3125.069
## 756   2761.994  2587.709   2936.279
## 757   2195.590  2019.413   2371.766
## 758   2152.822  1976.337   2329.307
## 759   2132.435  1955.795   2309.075
## 760   2220.528  2044.521   2396.535
## 761   2391.300  2216.241   2566.359
## 762   2141.599  1965.029   2318.168
## 763   2215.770  2039.731   2391.809
## 764   3805.292  3623.807   3986.777
## 765   2279.754  2104.117   2455.391
## 766   2156.477  1980.020   2332.934
## 767   2215.886  2039.847   2391.924
## 768   2176.517  2000.206   2352.828
## 769   2196.902  2020.735   2373.069
## 770   2132.870  1956.234   2309.506
## 771   2212.389  2036.328   2388.451
## 772   2175.290  1998.970   2351.610
## 773   2834.233  2659.892   3008.574
## 774   2358.249  2183.035   2533.463
## 775   3374.783  3197.906   3551.661
## 776   2132.993  1956.358   2309.629
## 777   2170.335  1993.979   2346.691
## 778   2181.541  2005.266   2357.817
## 779   4614.060  4418.366   4809.753
## 780   2137.633  1961.033   2314.233
## 781   2378.024  2202.905   2553.144
## 782   2694.070  2519.776   2868.365
## 783   2264.446  2088.718   2440.174
## 784   2698.380  2524.088   2872.672
## 785   2177.655  2001.352   2353.958
## 786   2244.572  2068.720   2420.423
## 787   2132.435  1955.795   2309.075
## 788   2204.298  2028.182   2380.414
## 789   2210.225  2034.148   2386.301
## 790   2329.209  2153.847   2504.570
## 791   4066.907  3881.575   4252.239
## 792   2629.528  2455.169   2803.886
## 793   4429.711  4237.839   4621.584
## 794   2172.548  1996.209   2348.888
## 795   2187.309  2011.074   2363.543
## 796   3005.870  2831.127   3180.613
## 797   2415.230  2240.274   2590.186
## 798   2130.865  1954.214   2307.517
## 799   2164.883  1988.488   2341.279
## 800   2209.929  2033.851   2386.007
## 801   2130.865  1954.214   2307.517
## 802   2132.310  1955.669   2308.951
## 803   2227.502  2051.541   2403.463
## 804   2662.534  2488.215   2836.853
## 805   2237.058  2061.159   2412.958
## 806   2142.461  1965.898   2319.024
## 807   2160.296  1983.866   2336.725
## 808   2290.370  2114.795   2465.945
## 809   2154.999  1978.531   2331.467
## 810   2224.747  2048.768   2400.727
## 811   2189.626  2013.408   2365.844
## 812   2723.480  2549.197   2897.763
## 813   2184.889  2008.637   2361.140
## 814   2694.563  2520.269   2868.857
## 815   2173.780  1997.449   2350.111
## 816   2691.318  2517.021   2865.614
## 817   2139.452  1962.867   2316.038
## 818   2130.865  1954.214   2307.517
## 819   2130.865  1954.214   2307.517
## 820   2276.834  2101.180   2452.487
## 821   2480.536  2305.824   2655.247
## 822   2196.124  2019.951   2372.297
## 823   2439.327  2264.468   2614.187
## 824   2158.230  1981.785   2334.674
## 825   2172.512  1996.172   2348.852
## 826   2192.340  2016.140   2368.539
## 827   2228.850  2052.897   2404.802
## 828   2369.365  2194.205   2544.525
## 829   2188.338  2012.111   2364.565
## 830   2228.231  2052.275   2404.188
## 831   2147.103  1970.575   2323.631
## 832   2147.704  1971.181   2324.227
## 833   2267.361  2091.651   2443.072
## 834   2147.893  1971.371   2324.415
## 835   2351.525  2176.278   2526.772
## 836   2431.124  2256.233   2606.016
## 837   2159.733  1983.299   2336.166
## 838   2146.409  1969.876   2322.942
## 839   2738.460  2564.178   2912.742
## 840   5396.372  5181.237   5611.507
## 841   2261.786  2086.042   2437.531
## 842   2423.866  2248.946   2598.787
## 843   9854.317  9474.305  10234.329
## 844   2192.431  2016.232   2368.629
## 845   2130.865  1954.214   2307.517
## 846   2195.867  2019.693   2372.042
## 847   2602.755  2428.354   2777.156
## 848   2203.813  2027.693   2379.932
## 849   2277.902  2102.255   2453.550
## 850   2131.819  1955.174   2308.463
## 851   2283.870  2108.258   2459.483
## 852   2130.865  1954.214   2307.517
## 853   2178.751  2002.456   2355.046
## 854   2134.162  1957.535   2310.788
## 855   2147.719  1971.196   2324.242
## 856   2201.638  2025.503   2377.773
## 857   2139.071  1962.483   2315.660
## 858   2171.419  1995.071   2347.767
## 859   2155.145  1978.677   2331.612
## 860   2130.865  1954.214   2307.517
## 861   2176.771  2000.461   2353.080
## 862   2147.948  1971.427   2324.469
## 863   2149.651  1973.142   2326.159
## 864   2165.139  1988.745   2341.533
## 865   2180.503  2004.220   2356.785
## 866   2186.370  2010.129   2362.611
## 867   2178.833  2002.538   2355.127
## 868   3749.910  3569.140   3930.679
## 869   2135.523  1958.907   2312.139
## 870   2240.493  2064.616   2416.371
## 871   2293.478  2117.920   2469.035
## 872   2130.865  1954.214   2307.517
## 873   2655.632  2481.306   2829.958
## 874   2130.865  1954.214   2307.517
## 875   2149.204  1972.692   2325.716
## 876   2798.025  2623.721   2972.330
## 877   2130.865  1954.214   2307.517
## 878   2847.896  2673.537   3022.255
## 879   2193.686  2017.496   2369.875
## 880   2130.865  1954.214   2307.517
## 881   2130.865  1954.214   2307.517
## 882   2130.865  1954.214   2307.517
## 883   2510.842  2336.226   2685.459
## 884   2161.215  1984.793   2337.638
## 885   2184.359  2008.103   2360.614
## 886   2150.040  1973.534   2326.545
## 887   2438.554  2263.692   2613.417
## 888   2139.681  1963.097   2316.265
## 889   2236.947  2061.047   2412.847
## 890   2158.185  1981.740   2334.629
## 891   2169.962  1993.603   2346.320
## 892   2218.775  2042.756   2394.793
## 893   2165.336  1988.944   2341.728
## 894   2273.083  2097.407   2448.759
## 895   2138.031  1961.435   2314.628
## 896   2132.725  1956.087   2309.362
## 897   2159.531  1983.096   2335.966
## 898   2143.665  1967.112   2320.219
## 899   2135.519  1958.903   2312.135
## 900   2130.865  1954.214   2307.517
## 901   2141.949  1965.383   2318.516
## 902   2130.865  1954.214   2307.517
## 903   2133.169  1956.535   2309.803
## 904   2181.202  2004.924   2357.480
## 905   2244.470  2068.618   2420.322
## 906   2145.053  1968.510   2321.596
## 907   2180.589  2004.307   2356.870
## 908   2134.420  1957.796   2311.044
## 909   2424.694  2249.777   2599.611
## 910   2140.231  1963.652   2316.811
## 911   2150.014  1973.509   2326.520
## 912   2226.345  2050.376   2402.314
## 913   2138.522  1961.929   2315.115
## 914   2187.191  2010.956   2363.426
## 915   2279.921  2104.285   2455.557
## 916   2238.328  2062.437   2414.220
## 917   2264.577  2088.850   2440.304
## 918   2130.865  1954.214   2307.517
## 919   2137.839  1961.241   2314.437
## 920   2146.472  1969.939   2323.004
## 921   2130.865  1954.214   2307.517
## 922   2130.865  1954.214   2307.517
## 923   2136.234  1959.624   2312.844
## 924   2130.865  1954.214   2307.517
## 925   2144.105  1967.554   2320.655
## 926   2454.944  2280.143   2629.745
## 927   2130.865  1954.214   2307.517
## 928   2135.508  1958.892   2312.123
## 929   2165.981  1989.594   2342.369
## 930   2138.298  1961.703   2314.892
## 931   2139.455  1962.869   2316.041
## 932   3078.587  2903.560   3253.614
## 933   2135.320  1958.703   2311.938
## 934   2130.865  1954.214   2307.517
## 935   2136.037  1959.425   2312.648
## 936   2363.503  2188.315   2538.691
## 937   2130.865  1954.214   2307.517
## 938   2365.114  2189.933   2540.294
## 939   2142.297  1965.733   2318.862
## 940   2143.980  1967.429   2320.531
## 941   2147.111  1970.584   2323.639
## 942   2182.749  2006.482   2359.015
## 943   2156.079  1979.618   2332.539
## 944   2140.689  1964.113   2317.265
## 945   2183.008  2006.743   2359.273
## 946   2130.865  1954.214   2307.517
## 947   2397.567  2222.535   2572.598
## 948   2150.213  1973.708   2326.717
## 949   2256.625  2080.849   2432.401
## 950   2140.896  1964.321   2317.470
## 951   2131.336  1954.688   2307.984
## 952   2162.846  1986.435   2339.256
## 953   2195.583  2019.406   2371.759
## 954   2130.865  1954.214   2307.517
## 955   2139.637  1963.053   2316.221
## 956   2158.047  1981.601   2334.493
## 957   2153.963  1977.487   2330.439
## 958   2153.091  1976.608   2329.574
## 959   2136.212  1959.601   2312.822
## 960   2149.269  1972.757   2325.780
## 961   2399.764  2224.742   2574.786
## 962   2146.676  1970.145   2323.206
## 963   2136.910  1960.305   2313.515
## 964   2297.543  2122.009   2473.077
## 965   2141.517  1964.947   2318.087
## 966   2169.407  1993.045   2345.770
## 967   2297.074  2121.537   2472.610
## 968   2137.466  1960.865   2314.067
## 969   2130.865  1954.214   2307.517
## 970   2159.143  1982.705   2335.580
## 971   2275.736  2100.076   2451.396
## 972   2130.865  1954.214   2307.517
## 973   3254.838  3078.843   3430.833
## 974   2154.013  1977.538   2330.489
## 975   3189.705  3014.114   3365.297
## 976   2139.345  1962.759   2315.932
## 977   2160.381  1983.953   2336.810
## 978   2144.940  1968.396   2321.484
## 979   2140.037  1963.455   2316.618
## 980   2130.865  1954.214   2307.517
## 981   2130.865  1954.214   2307.517
## 982   2210.598  2034.524   2386.671
## 983   2157.279  1980.828   2333.731
## 984   2136.883  1960.277   2313.488
## 985   2130.865  1954.214   2307.517
## 986   2134.793  1958.171   2311.414
## 987   2160.738  1984.312   2337.164
## 988   2130.865  1954.214   2307.517
## 989   2152.273  1975.784   2328.762
## 990   2130.865  1954.214   2307.517
## 991   2201.589  2025.454   2377.724
## 992   2213.517  2037.463   2389.571
## 993   2130.865  1954.214   2307.517
## 994   2146.702  1970.172   2323.233
## 995   2326.981  2151.608   2502.354
## 996   2209.349  2033.267   2385.431
## 997   2463.563  2288.793   2638.332
## 998   2280.332  2104.699   2455.966
## 999   2262.543  2086.803   2438.282
## 1000  2717.322  2543.037   2891.606
## 1001  2277.519  2101.869   2453.169
## 1002  2150.678  1974.177   2327.179
## 1003  2144.853  1968.308   2321.397
## 1004  2183.507  2007.246   2359.768
## 1005  2168.120  1991.748   2344.492
## 1006  2207.525  2031.431   2383.620
## 1007  2172.270  1995.928   2348.611
## 1008  2207.277  2031.180   2383.373
## 1009  2506.710  2332.082   2681.339
## 1010  2148.912  1972.398   2325.426
## 1011  2200.807  2024.667   2376.948
## 1012  2187.391  2011.157   2363.624
## 1013  2168.031  1991.659   2344.404
## 1014  2277.401  2101.750   2453.051
## 1015  2371.520  2196.370   2546.670
## 1016  2181.788  2005.514   2358.061
## 1017  2154.015  1977.539   2330.491
## 1018  2130.865  1954.214   2307.517
## 1019  2204.154  2028.037   2380.272
## 1020  2514.164  2339.557   2688.771
## 1021  2130.865  1954.214   2307.517
## 1022  2159.214  1982.777   2335.651
## 1023  2201.352  2025.215   2377.488
## 1024  4230.245  4042.135   4418.355
## 1025  2173.652  1997.320   2349.984
## 1026  2438.782  2263.920   2613.643
## 1027  3068.829  2893.844   3243.814
## 1028  2278.341  2102.696   2453.986
## 1029  2130.865  1954.214   2307.517
## 1030  2172.248  1995.906   2348.590
## 1031  2173.899  1997.569   2350.229
## 1032  2550.352  2375.841   2724.862
## 1033  2282.633  2107.013   2458.253
## 1034  2185.745  2009.499   2361.990
## 1035  2145.766  1969.228   2322.303
## 1036  2162.466  1986.053   2338.879
## 1037  2314.021  2138.578   2489.463
## 1038  2250.316  2074.501   2426.132
## 1039  2247.634  2071.802   2423.466
## 1040  2161.836  1985.418   2338.254
## 1041  2444.812  2269.973   2619.650
## 1042  2210.547  2034.473   2386.621
## 1043  2139.464  1962.878   2316.049
## 1044  2335.950  2160.624   2511.276
## 1045  2222.212  2046.216   2398.208
## 1046  8559.758  8233.122   8886.393
## 1047  2180.141  2003.856   2356.426
## 1048  2251.305  2075.496   2427.114
## 1049  2921.378  2746.880   3095.875
## 1050  2160.377  1983.948   2336.805
## 1051  2337.935  2162.620   2513.251
## 1052  2204.223  2028.106   2380.340
## 1053  2266.055  2090.336   2441.773
## 1054  2171.581  1995.234   2347.928
## 1055  2202.398  2026.269   2378.528
## 1056  2130.865  1954.214   2307.517
## 1057  2222.470  2046.475   2398.464
## 1058  2177.209  2000.903   2353.515
## 1059  2210.358  2034.283   2386.434
## 1060  2130.878  1954.226   2307.530
## 1061  2230.857  2054.918   2406.797
## 1062  2175.966  1999.651   2352.281
## 1063  2330.092  2154.735   2505.448
## 1064  2158.877  1982.438   2335.317
## 1065  2238.699  2062.811   2414.588
## 1066  2261.631  2085.885   2437.376
## 1067  2264.187  2088.458   2439.917
## 1068  2268.206  2092.501   2443.912
## 1069  2673.600  2499.291   2847.909
## 1070  2169.584  1993.223   2345.946
## 1071  2145.035  1968.492   2321.578
## 1072  2162.328  1985.914   2338.742
## 1073  2161.118  1984.694   2337.541
## 1074  2225.339  2049.364   2401.315
## 1075  2163.127  1986.718   2339.535
## 1076  2150.839  1974.340   2327.339
## 1077  2230.074  2054.130   2406.019
## 1078  2130.865  1954.214   2307.517
## 1079  2183.871  2007.612   2360.129
## 1080  2276.800  2101.146   2452.454
## 1081  2130.865  1954.214   2307.517
## 1082  2154.126  1977.651   2330.601
## 1083  2152.512  1976.025   2328.999
## 1084  2138.056  1961.460   2314.652
## 1085  2173.188  1996.853   2349.523
## 1086  2163.043  1986.634   2339.452
## 1087  2294.945  2119.397   2470.494
## 1088  2450.310  2275.493   2625.128
## 1089  2143.388  1966.832   2319.944
## 1090  2421.525  2246.595   2596.455
## 1091  2130.865  1954.214   2307.517
## 1092  2174.333  1998.006   2350.660
## 1093  2240.814  2064.939   2416.690
## 1094  2183.781  2007.522   2360.041
## 1095  2315.640  2140.207   2491.074
## 1096  2187.852  2011.621   2364.082
## 1097  2163.398  1986.992   2339.805
## 1098  2146.508  1969.976   2323.040
## 1099  2318.452  2143.033   2493.870
## 1100  2189.694  2013.477   2365.912
## 1101  2179.788  2003.500   2356.076
## 1102  2147.023  1970.494   2323.551
## 1103  2194.011  2017.824   2370.198
## 1104  2579.866  2405.421   2754.310
## 1105  2160.079  1983.648   2336.510
## 1106  2179.682  2003.393   2355.970
## 1107  2175.071  1998.749   2351.392
## 1108  2302.983  2127.480   2478.487
## 1109  2130.865  1954.214   2307.517
## 1110  2196.207  2020.035   2372.379
## 1111  2542.156  2367.625   2716.687
## 1112  2229.535  2053.587   2405.483
## 1113  2243.345  2067.485   2419.204
## 1114  2130.865  1954.214   2307.517
## 1115  2333.944  2158.608   2509.281
## 1116  2229.215  2053.265   2405.165
## 1117  2214.995  2038.951   2391.039
## 1118  2448.170  2273.345   2622.996
## 1119  3557.728  3379.163   3736.292
## 1120  4217.674  4029.788   4405.560
## 1121  2198.700  2022.545   2374.855
## 1122  2130.865  1954.214   2307.517
## 1123  2189.704  2013.486   2365.921
## 1124  2237.039  2061.140   2412.938
## 1125  2239.644  2063.761   2415.527
## 1126  2303.273  2127.771   2478.774
## 1127  4184.321  3997.020   4371.621
## 1128  2227.753  2051.793   2403.712
## 1129  2130.865  1954.214   2307.517
## 1130  2530.385  2355.823   2704.946
## 1131  2233.319  2057.395   2409.242
## 1132  2186.379  2010.138   2362.620
## 1133  2333.547  2158.208   2508.885
## 1134  2182.035  2005.763   2358.307
## 1135  2222.869  2046.878   2398.861
## 1136  2278.200  2102.555   2453.846
## 1137  3979.481  3795.519   4163.443
## 1138  2174.724  1998.400   2351.048
## 1139  3002.142  2827.412   3176.872
## 1140  2400.877  2225.860   2575.894
## 1141  2402.807  2227.798   2577.815
## 1142  2179.734  2003.445   2356.022
## 1143  2200.621  2024.480   2376.763
## 1144  2169.898  1993.539   2346.257
## 1145  2446.365  2271.532   2621.197
## 1146  7403.768  7122.006   7685.530
## 1147  3577.962  3399.186   3756.738
## 1148  2130.865  1954.214   2307.517
## 1149  2160.103  1983.673   2336.534
## 1150  2506.891  2332.262   2681.519
## 1151  2152.355  1975.867   2328.843
## 1152  2179.084  2002.791   2355.377
## 1153  2281.465  2105.838   2457.091
## 1154  2175.064  1998.742   2351.385
## 1155  2188.976  2012.753   2365.198
## 1156  2150.083  1973.577   2326.588
## 1157  2267.953  2092.246   2443.660
## 1158  2314.720  2139.281   2490.159
## 1159  2779.019  2604.727   2953.312
## 1160  2259.348  2083.588   2435.107
## 1161  2417.319  2242.372   2592.267
## 1162  2507.309  2332.682   2681.936
## 1163  2360.304  2185.100   2535.507
## 1164  2136.501  1959.893   2313.109
## 1165  2551.302  2376.794   2725.810
## 1166  2175.767  1999.451   2352.084
## 1167  2391.944  2216.887   2567.000
## 1168  2190.219  2014.005   2366.433
## 1169  2167.125  1990.746   2343.504
## 1170  2359.616  2184.409   2534.823
## 1171  2130.865  1954.214   2307.517
## 1172  2160.030  1983.599   2336.461
## 1173  2130.865  1954.214   2307.517
## 1174  2133.935  1957.306   2310.563
## 1175  2867.652  2693.263   3042.041
## 1176  3306.209  3129.858   3482.561
## 1177  2295.696  2120.152   2471.241
## 1178  9174.339  8822.691   9525.986
## 1179  2455.122  2280.322   2629.923
## 1180  8994.679  8650.410   9338.947
## 1181  2625.166  2450.801   2799.531
## 1182 17735.396 17002.666  18468.126
## 1183  2160.912  1984.487   2337.336
## 1184 13942.714 13383.167  14502.261
## 1185  5901.989  5671.964   6132.015
## 1186 58626.044 55968.081  61284.008
## 1187  9735.824  9360.800  10110.847
## 1188  2553.598  2379.095   2728.100
## 1189  4242.980  4054.642   4431.318
## 1190  5438.657  5222.340   5654.975
## 1191 19198.410 18398.072  19998.748
## 1192  2180.045  2003.759   2356.330
## 1193  2228.314  2052.358   2404.270
## 1194  2253.759  2077.965   2429.553
## 1195  2232.544  2056.616   2408.472
## 1196  2340.513  2165.211   2515.816
## 1197  2281.988  2106.364   2457.611
## 1198  2722.010  2547.726   2896.293
## 1199  2141.304  1964.732   2317.875
## 1200  3275.069  3098.938   3451.201
## 1201  3017.334  2842.550   3192.117
## 1202  2232.875  2056.948   2408.801
## 1203 13455.077 12917.472  13992.682
## 1204  5998.847  5765.796   6231.899
## 1205  2152.585  1976.098   2329.071
## 1206  2342.617  2167.325   2517.909
## 1207  2317.584  2142.161   2493.007
## 1208  2187.594  2011.361   2363.826
## 1209  2869.584  2695.191   3043.976
## 1210  2858.450  2684.076   3032.825
## 1211  2237.339  2061.441   2413.236
## 1212  3062.957  2887.996   3237.917
## 1213  2622.996  2448.628   2797.364
## 1214 15315.310 14693.533  15937.087
## 1215  2180.334  2004.050   2356.617
## 1216  2307.376  2131.897   2482.855
## 1217  3116.035  2940.835   3291.235
## 1218  2251.562  2075.755   2427.370
## 1219  2185.095  2008.845   2361.345
## 1220  2351.252  2176.004   2526.501
## 1221  3100.445  2925.319   3275.570
## 1222  2172.797  1996.459   2349.135
## 1223  2189.247  2013.026   2365.467
## 1224  2176.994  2000.687   2353.302
## 1225  2165.214  1988.821   2341.607
## 1226  2288.892  2113.309   2464.475
## 1227  2765.487  2591.200   2939.773
## 1228  2134.801  1958.180   2311.422
## 1229  2151.517  1975.022   2328.011
## 1230  2186.325  2010.084   2362.566
## 1231  2236.465  2060.562   2412.368
## 1232  2145.440  1968.900   2321.981
## 1233  2149.593  1973.084   2326.102
## 1234  2150.703  1974.202   2327.203
## 1235  2163.810  1987.406   2340.213
## 1236  2784.192  2609.897   2958.487
## 1237  2140.655  1964.078   2317.231
## 1238  3274.810  3098.681   3450.940
## 1239  2200.918  2024.779   2377.058
## 1240  2603.597  2429.198   2777.997
## 1241  2254.697  2078.909   2430.485
## 1242  2176.912  2000.604   2353.221
## 1243  2174.113  1997.784   2350.441
## 1244  2233.105  2057.181   2409.030
## 1245  2210.460  2034.386   2386.535
## 1246  2221.074  2045.071   2397.078
## 1247  2162.702  1986.290   2339.113
## 1248  2259.749  2083.992   2435.506
## 1249  2185.615  2009.369   2361.861
## 1250  2379.279  2204.165   2554.393
## 1251  2204.950  2028.838   2381.062
## 1252  4047.636  3862.613   4232.659
## 1253  2182.287  2006.017   2358.557
## 1254  2223.527  2047.539   2399.514
## 1255  2229.754  2053.807   2405.700
## 1256  2212.261  2036.199   2388.324
## 1257  2220.035  2044.024   2396.045
## 1258  2259.667  2083.910   2435.424
## 1259  2240.720  2064.844   2416.596
## 1260  5630.329  5408.503   5852.156
## 1261  2289.072  2113.489   2464.654
## 1262  2175.551  1999.233   2351.869
## 1263  2207.993  2031.902   2384.085
## 1264  2803.533  2629.224   2977.842
## 1265  2927.888  2753.375   3102.401
## 1266  3860.832  3678.595   4043.070
## 1267  2163.290  1986.883   2339.698
## 1268  4509.664  4316.173   4703.154
## 1269  2130.865  1954.214   2307.517
## 1270  2167.648  1991.273   2344.024
## 1271  2183.726  2007.466   2359.986
## 1272  2140.655  1964.078   2317.231
## 1273  2320.925  2145.520   2496.330
## 1274  2147.533  1971.009   2324.058
## 1275  2138.983  1962.393   2315.572
## 1276  2147.687  1971.164   2324.210
## 1277  4752.516  4553.748   4951.284
## 1278  2170.309  1993.953   2346.665
## 1279  2469.899  2295.151   2644.646
## 1280  2201.407  2025.270   2377.543
## 1281  2242.501  2066.637   2418.366
## 1282  2210.448  2034.373   2386.523
## 1283  2250.163  2074.347   2425.979
## 1284  2130.865  1954.214   2307.517
## 1285  2630.101  2455.743   2804.459
## 1286  2178.414  2002.116   2354.711
## 1287  2136.183  1959.572   2312.793
## 1288  2893.485  2719.048   3067.922
## 1289  2166.501  1990.118   2342.885
## 1290  9418.844  9057.073   9780.616
## 1291  2145.543  1969.004   2322.083
## 1292  2145.307  1968.766   2321.848
## 1293  2153.997  1977.521   2330.473
## 1294  2194.573  2018.390   2370.757
## 1295  2144.430  1967.882   2320.978
## 1296  2150.001  1973.495   2326.507
## 1297  2453.284  2278.477   2628.090
## 1298  2149.593  1973.084   2326.102
## 1299  2142.362  1965.798   2318.925
## 1300  2928.960  2754.445   3103.476
## 1301  2181.431  2005.155   2357.707
## 1302  2169.803  1993.444   2346.163
## 1303  2260.458  2084.706   2436.211
## 1304  2800.589  2626.283   2974.896
## 1305  2417.471  2242.525   2592.418
## 1306  2142.348  1965.784   2318.912
## 1307  2308.225  2132.751   2483.700
## 1308  3969.920  3786.102   4153.737
## 1309 24798.405 23737.107  25859.702
## 1310  2275.278  2099.615   2450.941
## 1311  2176.121  1999.808   2352.435
## 1312  2538.129  2363.588   2712.670
## 1313  2248.756  2072.931   2424.581
## 1314  2299.632  2124.110   2475.154
## 1315  2241.743  2065.873   2417.612
## 1316  2155.451  1978.986   2331.916
## 1317  2371.955  2196.807   2547.103
## 1318  2182.266  2005.996   2358.536
## 1319  2184.581  2008.328   2360.835
## 1320  2299.300  2123.776   2474.824
## 1321  2193.346  2017.154   2369.538
## 1322  2188.468  2012.241   2364.694
## 1323  2179.856  2003.568   2356.143
## 1324  2332.059  2156.713   2507.406
## 1325  2150.791  1974.291   2327.291
## 1326  2147.195  1970.668   2323.722
## 1327  2183.365  2007.103   2359.627
## 1328  2304.788  2129.295   2480.281
## 1329  3091.850  2916.764   3266.937
## 1330  2237.086  2061.187   2412.985
## 1331  2162.093  1985.677   2338.509
## 1332  2253.893  2078.100   2429.686
## 1333  2184.494  2008.240   2360.749
## 1334  2168.011  1991.638   2344.384
## 1335  2241.583  2065.713   2417.454
## 1336  2345.445  2170.167   2520.722
## 1337  2160.022  1983.591   2336.454
## 1338 16963.570 16266.363  17660.778
## 1339  2230.436  2054.494   2406.379
## 1340  2173.070  1996.735   2349.406
## 1341  2193.761  2017.572   2369.950
## 1342  2229.056  2053.104   2405.007
## 1343  2179.818  2003.530   2356.105
## 1344  2206.168  2030.064   2382.272
## 1345  2247.816  2071.985   2423.647
## 1346  2150.930  1974.431   2327.429
## 1347  2173.940  1997.610   2350.269
## 1348  2151.628  1975.134   2328.121
## 1349  2195.758  2019.583   2371.934
## 1350  2139.963  1963.382   2316.545
## 1351  2201.085  2024.946   2377.223
## 1352  2147.275  1970.749   2323.801
## 1353  2226.077  2050.106   2402.047
## 1354  2130.865  1954.214   2307.517
## 1355  2160.268  1983.839   2336.698
## 1356  2197.345  2021.181   2373.510
## 1357  2221.939  2045.941   2397.937
## 1358  2172.316  1995.975   2348.657
## 1359  2173.140  1996.805   2349.476
## 1360  2271.933  2096.250   2447.616
## 1361  2270.818  2095.128   2446.507
## 1362  2330.562  2155.208   2505.916
## 1363  2173.249  1996.914   2349.583
## 1364  2193.836  2017.648   2370.025
## 1365  2140.429  1963.851   2317.007
## 1366  2732.725  2558.443   2907.007
## 1367  2323.587  2148.196   2498.978
## 1368  2156.865  1980.410   2333.320
## 1369  2207.334  2031.238   2383.430
## 1370  2167.178  1990.799   2343.557
## 1371  2200.699  2024.558   2376.840
## 1372  2143.292  1966.736   2319.849
## 1373  7987.926  7683.897   8291.955
## 1374  2152.013  1975.522   2328.503
## 1375  2177.552  2001.248   2353.856
## 1376  2164.399  1988.000   2340.798
## 1377  2269.437  2093.739   2445.135
## 1378  2162.118  1985.702   2338.534
## 1379  2159.533  1983.098   2335.968
## 1380  2325.296  2149.914   2500.677
## 1381  2234.524  2058.608   2410.439
## 1382  2146.684  1970.153   2323.215
## 1383  4339.600  4149.477   4529.724
## 1384  2581.111  2406.669   2755.552
## 1385  2237.114  2061.215   2413.013
## 1386  2191.014  2014.806   2367.222
## 1387  2167.206  1990.828   2343.585
## 1388  2210.081  2034.004   2386.158
## 1389  2137.991  1961.394   2314.588
## 1390  2205.762  2029.656   2381.869
## 1391  2195.423  2019.245   2371.600
## 1392  2191.959  2015.758   2368.161
## 1393  2580.301  2405.858   2754.745
## 1394  2177.738  2001.436   2354.040
## 1395  2180.958  2004.679   2357.237
## 1396  2296.705  2121.166   2472.244
## 1397  2259.151  2083.390   2434.912
## 1398  2167.254  1990.876   2343.632
## 1399  2192.718  2016.521   2368.914
## 1400  2169.536  1993.174   2345.897
## 1401  2143.125  1966.567   2319.683
## 1402  2271.209  2095.521   2446.896
## 1403  2130.865  1954.214   2307.517
## 1404  2157.139  1980.687   2333.592
## 1405  2130.865  1954.214   2307.517
## 1406  2130.865  1954.214   2307.517
## 1407  2147.222  1970.696   2323.749
## 1408  2433.718  2258.837   2608.600
## 1409  2564.895  2390.418   2739.371
## 1410  2380.345  2205.236   2555.453
## 1411  2152.834  1976.350   2329.319
## 1412  2232.647  2056.719   2408.575
## 1413  2130.865  1954.214   2307.517
## 1414  2176.158  1999.844   2352.471
## 1415  2156.991  1980.538   2333.445
## 1416  2130.865  1954.214   2307.517
## 1417  2210.181  2034.104   2386.257
## 1418  2154.786  1978.316   2331.256
## 1419  2139.604  1963.020   2316.189
## 1420  2145.704  1969.165   2322.242
## 1421  2130.865  1954.214   2307.517
## 1422  2625.414  2451.050   2799.779
## 1423  2144.044  1967.493   2320.595
## 1424  2862.611  2688.230   3036.992
## 1425  2155.365  1978.899   2331.831
## 1426  2136.416  1959.807   2313.025
## 1427  2130.865  1954.214   2307.517
## 1428  2130.865  1954.214   2307.517
## 1429  2130.865  1954.214   2307.517
## 1430  2184.103  2007.846   2360.360
## 1431  2164.598  1988.200   2340.995
## 1432  2149.331  1972.820   2325.842
## 1433  2497.863  2323.208   2672.519
## 1434  2134.882  1958.262   2311.503
## 1435  2130.865  1954.214   2307.517
## 1436  2134.213  1957.587   2310.839
## 1437  2645.785  2471.448   2820.123
## 1438  2157.049  1980.596   2333.502
## 1439  2166.105  1989.718   2342.491
## 1440  2203.366  2027.243   2379.489
## 1441  2130.865  1954.214   2307.517
## 1442  2140.545  1963.968   2317.122
## 1443  2159.203  1982.766   2335.640
## 1444  2293.019  2117.460   2468.579
## 1445  2130.865  1954.214   2307.517
## 1446  8311.742  7994.998   8628.485
## 1447  2456.471  2281.676   2631.266
## 1448  2418.705  2243.764   2593.647
## 1449  2159.659  1983.225   2336.093
## 1450  2130.865  1954.214   2307.517
## 1451  2197.396  2021.232   2373.560
## 1452  2216.428  2040.393   2392.462
## 1453  2166.162  1989.776   2342.549
## 1454  2130.865  1954.214   2307.517
## 1455  2139.749  1963.165   2316.332
## 1456  2201.224  2025.086   2377.361
## 1457  2168.962  1992.597   2345.328
## 1458  2224.636  2048.655   2400.616
## 1459  2144.088  1967.537   2320.638
## 1460  2130.865  1954.214   2307.517
## 1461  2282.594  2106.974   2458.214
## 1462  2226.171  2050.201   2402.141
## 1463  2149.651  1973.143   2326.160
## 1464  2151.008  1974.510   2327.506
## 1465  2330.273  2154.917   2505.628
## 1466  2130.865  1954.214   2307.517
## 1467  2130.865  1954.214   2307.517
## 1468  2130.865  1954.214   2307.517
## 1469  2130.865  1954.214   2307.517
## 1470  2357.937  2182.722   2533.153
## 1471  2179.828  2003.541   2356.115
## 1472  2189.766  2013.549   2365.983
## 1473  2155.309  1978.843   2331.775
## 1474  2165.899  1989.511   2342.287
## 1475  2146.189  1969.655   2322.724
## 1476  2451.989  2277.177   2626.801
## 1477  2140.187  1963.607   2316.767
## 1478  2278.565  2102.921   2454.209
## 1479  2260.150  2084.396   2435.905
## 1480  2176.368  2000.056   2352.680
## 1481  2254.953  2079.166   2430.739
## 1482  2130.865  1954.214   2307.517
## 1483  2164.866  1988.471   2341.262
## 1484  2151.213  1974.717   2327.710
## 1485  2130.865  1954.214   2307.517
## 1486  2240.232  2064.353   2416.111
## 1487  2180.298  2004.014   2356.582
## 1488  2130.865  1954.214   2307.517
## 1489  2140.029  1963.447   2316.610
## 1490  2249.496  2073.676   2425.317
## 1491  2141.469  1964.898   2318.039
## 1492  2146.802  1970.272   2323.332
## 1493  2284.871  2109.264   2460.477
## 1494  2135.545  1958.929   2312.160
## 1495  2130.865  1954.214   2307.517
## 1496  2640.316  2465.972   2814.660
## 1497  2185.778  2009.533   2362.023
## 1498  2159.687  1983.253   2336.121
## 1499  5052.635  4846.640   5258.630
## 1500  8980.361  8636.679   9324.044
## 1501  2157.745  1981.297   2334.193
## 1502  2256.290  2080.512   2432.068
## 1503  2144.200  1967.650   2320.750
## 1504  2130.865  1954.214   2307.517
## 1505  2164.313  1987.913   2340.712
## 1506  2188.921  2012.698   2365.144
## 1507  2243.895  2068.039   2419.750
## 1508  2141.752  1965.183   2318.320
## 1509  2175.294  1998.974   2351.614
## 1510  2130.865  1954.214   2307.517
## 1511  2145.704  1969.165   2322.242
## 1512  2130.865  1954.214   2307.517
## 1513  2235.550  2059.641   2411.459
## 1514  4286.674  4097.540   4475.807
## 1515  2376.980  2201.856   2552.105
## 1516  2801.158  2626.851   2975.465
## 1517  2142.038  1965.472   2318.604
## 1518  2222.210  2046.214   2398.206
## 1519  2137.059  1960.455   2313.663
## 1520  2449.461  2274.640   2624.282
## 1521  2163.879  1987.476   2340.282
## 1522  2141.773  1965.205   2318.341
## 1523  2168.120  1991.749   2344.492
## 1524  2130.865  1954.214   2307.517
## 1525  2130.865  1954.214   2307.517
## 1526  2130.865  1954.214   2307.517
## 1527  2261.112  2085.363   2436.860
## 1528  2592.764  2418.345   2767.183
## 1529  2230.954  2055.015   2406.893
## 1530  2130.865  1954.214   2307.517
## 1531  2277.378  2101.727   2453.029
## 1532  2690.971  2516.675   2865.268
## 1533  2130.865  1954.214   2307.517
## 1534  2143.474  1966.919   2320.029
## 1535  2151.338  1974.842   2327.834
## 1536  2269.634  2093.937   2445.331
## 1537  2171.203  1994.854   2347.553
## 1538  2835.117  2660.775   3009.459
## 1539  3879.371  3696.874   4061.867
## 1540  2215.049  2039.005   2391.093
## 1541  2187.285  2011.051   2363.520
## 1542  2140.843  1964.268   2317.418
## 1543  2130.865  1954.214   2307.517
## 1544  2314.845  2139.407   2490.283
## 1545  2134.778  1958.156   2311.400
## 1546  2170.332  1993.976   2346.688
## 1547  2147.133  1970.606   2323.661
## 1548  2440.713  2265.859   2615.567
## 1549  2187.015  2010.779   2363.252
## 1550  2241.324  2065.452   2417.196
## 1551  2221.967  2045.970   2397.965
## 1552  2835.538  2661.195   3009.880
## 1553  2130.865  1954.214   2307.517
## 1554  2162.976  1986.567   2339.385
## 1555  2535.637  2361.089   2710.184
## 1556  2640.324  2465.980   2814.668
## 1557  2279.076  2103.436   2454.717
## 1558  2626.503  2452.141   2800.866
## 1559  3132.528  2957.246   3307.809
## 1560  2194.172  2017.986   2370.358
## 1561  2254.009  2078.217   2429.801
## 1562  2292.222  2116.657   2467.786
## 1563  2194.453  2018.269   2370.638
## 1564  2235.833  2059.925   2411.740
## 1565  2418.207  2243.263   2593.150
## 1566  2157.046  1980.593   2333.500
## 1567  2304.540  2129.045   2480.035
## 1568  2234.823  2058.909   2410.736
## 1569  2281.127  2105.499   2456.756
## 1570  2130.865  1954.214   2307.517
## 1571  2379.972  2204.862   2555.083
## 1572  2166.327  1989.942   2342.711
## 1573  2219.507  2043.493   2395.521
## 1574  2161.934  1985.516   2338.351
## 1575  2267.300  2091.589   2443.010
## 1576  2179.722  2003.434   2356.010
## 1577  2143.906  1967.355   2320.458
## 1578  2166.240  1989.855   2342.626
## 1579  2134.892  1958.271   2311.512
## 1580  2145.985  1969.449   2322.521
## 1581  2235.726  2059.818   2411.634
## 1582  2155.878  1979.417   2332.340
## 1583  2193.940  2017.752   2370.128
## 1584  2156.319  1979.861   2332.778
## 1585  2182.708  2006.441   2358.975
## 1586  2150.178  1973.674   2326.683
## 1587  2144.453  1967.905   2321.001
## 1588  2130.865  1954.214   2307.517
## 1589  2318.356  2142.937   2493.775
## 1590  2247.190  2071.355   2423.025
## 1591  2188.907  2012.684   2365.130
## 1592  2130.865  1954.214   2307.517
## 1593  2148.758  1972.243   2325.273
## 1594  2376.600  2201.474   2551.727
## 1595  2221.329  2045.327   2397.331
## 1596  2246.266  2070.425   2422.106
## 1597  2172.253  1995.911   2348.594
## 1598  2130.865  1954.214   2307.517
## 1599  2136.903  1960.298   2313.509
## 1600  2130.865  1954.214   2307.517
## 1601  2141.501  1964.931   2318.071
## 1602  2130.865  1954.214   2307.517
## 1603  2634.754  2460.403   2809.106
## 1604  2137.002  1960.398   2313.607
## 1605  2138.608  1962.016   2315.201
## 1606  2130.865  1954.214   2307.517
## 1607  2139.355  1962.768   2315.941
## 1608  2191.489  2015.284   2367.694
## 1609  2133.608  1956.977   2310.239
## 1610  2145.549  1969.009   2322.088
## 1611  2302.348  2126.841   2477.855
## 1612  2274.364  2098.695   2450.032
## 1613  2130.865  1954.214   2307.517
## 1614  2130.865  1954.214   2307.517
## 1615  2130.865  1954.214   2307.517
## 1616  2130.865  1954.214   2307.517
## 1617  2162.077  1985.661   2338.493
## 1618  2133.885  1957.256   2310.513
## 1619  2134.634  1958.011   2311.256
## 1620  2155.985  1979.524   2332.446
## 1621  2443.680  2268.838   2618.523
## 1622  2132.011  1955.368   2308.654
## 1623  2166.399  1990.014   2342.783
## 1624  2130.865  1954.214   2307.517
## 1625  2130.865  1954.214   2307.517
## 1626  2130.865  1954.214   2307.517
## 1627  2130.865  1954.214   2307.517
## 1628  2781.165  2606.872   2955.459
## 1629  2143.990  1967.438   2320.541
## 1630  2130.865  1954.214   2307.517
## 1631  2130.865  1954.214   2307.517
## 1632  2130.865  1954.214   2307.517
## 1633  2130.865  1954.214   2307.517
## 1634  2130.865  1954.214   2307.517
## 1635  2136.356  1959.747   2312.966
## 1636  2130.865  1954.214   2307.517
## 1637  2155.902  1979.441   2332.364
## 1638  2179.411  2003.120   2355.701
## 1639  2130.865  1954.214   2307.517
## 1640  2130.865  1954.214   2307.517
## 1641  2137.360  1960.759   2313.962
## 1642  2133.737  1957.108   2310.367
## 1643  2193.523  2017.332   2369.714
## 1644  2130.865  1954.214   2307.517
## 1645  2130.865  1954.214   2307.517
## 1646  2135.521  1958.906   2312.137
## 1647  2141.746  1965.178   2318.315
## 1648  2130.865  1954.214   2307.517
## 1649  2159.400  1982.965   2335.836
## 1650  2130.865  1954.214   2307.517
## 1651  2130.865  1954.214   2307.517
## 1652  2673.720  2499.411   2848.028
## 1653  2793.056  2618.755   2967.357
## 1654  2133.720  1957.090   2310.350
## 1655  2144.768  1968.223   2321.313
## 1656  2256.715  2080.940   2432.491
## 1657  2154.676  1978.205   2331.146
## 1658  2133.551  1956.920   2310.182
## 1659  2689.592  2515.295   2863.890
## 1660  2130.869  1954.217   2307.521
## 1661  2236.229  2060.325   2412.134
## 1662  2153.531  1977.052   2330.010
## 1663  2706.758  2532.470   2881.046
## 1664  2378.568  2203.451   2553.685
## 1665  2545.752  2371.230   2720.274
## 1666  2420.508  2245.574   2595.442
## 1667  2132.383  1955.743   2309.023
## 1668  2241.379  2065.507   2417.251
## 1669  2164.386  1987.987   2340.785
## 1670  2481.433  2306.724   2656.141
## 1671  2135.225  1958.607   2311.843
## 1672  2193.793  2017.604   2369.982
## 1673  2237.190  2061.291   2413.088
## 1674  2144.199  1967.650   2320.749
## 1675  2430.426  2255.532   2605.320
## 1676  2204.046  2027.927   2380.164
## 1677  2534.971  2360.422   2709.521
## 1678  3350.148  3173.466   3526.829
## 1679  2130.872  1954.220   2307.523
## 1680  2132.497  1955.858   2309.136
## 1681  2416.972  2242.023   2591.920
## 1682  2162.094  1985.678   2338.510
## 1683  2212.431  2036.370   2388.493
## 1684  3801.196  3619.765   3982.627
## 1685  2765.263  2590.977   2939.550
## 1686  4091.833  3906.096   4277.571
## 1687  2213.181  2037.125   2389.238
## 1688  2576.727  2402.276   2751.178
## 1689  2132.399  1955.759   2309.039
## 1690  2134.680  1958.058   2311.303
## 1691  2299.452  2123.928   2474.975
## 1692  2130.865  1954.214   2307.517
## 1693  4713.910  4516.017   4911.804
## 1694  2317.992  2142.571   2493.413
## 1695  2474.341  2299.609   2649.073
## 1696  2257.513  2081.743   2433.284
## 1697  2260.016  2084.261   2435.772
## 1698  2215.590  2039.550   2391.630
## 1699  2146.392  1969.859   2322.925
## 1700  2132.975  1956.340   2309.611
## 1701  2624.516  2450.151   2798.882
## 1702  2143.076  1966.518   2319.635
## 1703  2584.304  2409.869   2758.739
## 1704  2133.830  1957.201   2310.459
## 1705  2287.735  2112.145   2463.325
## 1706  2684.803  2510.502   2859.103
## 1707  2278.519  2102.875   2454.163
## 1708  2144.109  1967.558   2320.659
## 1709  2218.615  2042.595   2394.635
## 1710  2290.766  2115.193   2466.339
## 1711  2227.698  2051.738   2403.658
## 1712  4535.242  4341.221   4729.263
## 1713  2171.201  1994.851   2347.550
## 1714  2246.385  2070.545   2422.225
## 1715  2206.823  2030.724   2382.922
## 1716  2378.507  2203.390   2553.625
## 1717  2985.993  2811.317   3160.670
## 1718  2399.968  2224.947   2574.989
## 1719  2470.887  2296.143   2645.631
## 1720  2466.153  2291.393   2640.914
## 1721  2132.273  1955.632   2308.914
## 1722  2384.645  2209.556   2559.734
## 1723  2165.404  1989.012   2341.795
## 1724  2185.792  2009.547   2362.037
## 1725  2274.387  2098.719   2450.055
## 1726  3227.433  3051.614   3403.252
## 1727  2151.291  1974.795   2327.787
## 1728  2328.907  2153.544   2504.270
## 1729  2527.606  2353.037   2702.175
## 1730  3072.165  2897.166   3247.164
## 1731  2350.114  2174.860   2525.368
## 1732  2555.067  2380.568   2729.566
## 1733  2271.734  2096.050   2447.418
## 1734  2189.633  2013.415   2365.851
## 1735  2186.593  2010.353   2362.832
## 1736  2250.636  2074.823   2426.449
## 1737  2140.038  1963.457   2316.620
## 1738  2378.239  2203.120   2553.357
## 1739  2130.865  1954.214   2307.517
## 1740  2203.535  2027.413   2379.656
## 1741  2132.647  1956.009   2309.285
## 1742  2429.793  2254.897   2604.690
## 1743  2315.737  2140.304   2491.170
## 1744  5236.046  5025.282   5446.811
## 1745  2143.647  1967.093   2320.201
## 1746  2239.684  2063.801   2415.566
## 1747  2192.288  2016.089   2368.487
## 1748  3436.336  3258.937   3613.736
## 1749  2254.682  2078.894   2430.470
## 1750  2750.744  2576.462   2925.027
## 1751  2150.069  1973.564   2326.575
## 1752  2146.451  1969.918   2322.983
## 1753  2130.865  1954.214   2307.517
## 1754  2149.966  1973.460   2326.472
## 1755  2137.193  1960.589   2313.796
## 1756  2130.865  1954.214   2307.517
## 1757  2133.743  1957.114   2310.373
## 1758  2131.005  1954.354   2307.655
## 1759  2130.865  1954.214   2307.517
## 1760  2337.246  2161.927   2512.566
## 1761  2782.210  2607.916   2956.504
## 1762  2130.865  1954.214   2307.517
## 1763  2130.865  1954.214   2307.517
## 1764  2130.865  1954.214   2307.517
## 1765  2132.070  1955.428   2308.713
## 1766  2130.865  1954.214   2307.517
## 1767  2132.920  1956.284   2309.556
## 1768  2130.865  1954.214   2307.517
## 1769  2136.182  1959.571   2312.793
## 1770  2432.217  2257.330   2607.104
## 1771  2132.443  1955.803   2309.082
## 1772  2130.865  1954.214   2307.517
## 1773  2130.865  1954.214   2307.517
## 1774  2130.865  1954.214   2307.517
## 1775  2130.865  1954.214   2307.517
## 1776  2130.865  1954.214   2307.517
## 1777  2133.060  1956.425   2309.695
## 1778  2138.567  1961.974   2315.160
## 1779  2134.374  1957.749   2310.999
## 1780  2130.865  1954.214   2307.517
## 1781  2130.865  1954.214   2307.517
## 1782  2156.681  1980.225   2333.137
## 1783  2130.865  1954.214   2307.517
## 1784  2130.865  1954.214   2307.517
## 1785  2130.865  1954.214   2307.517
## 1786  2130.865  1954.214   2307.517
## 1787  2130.865  1954.214   2307.517
## 1788  2181.972  2005.700   2358.245
## 1789  2130.865  1954.214   2307.517
## 1790  2130.865  1954.214   2307.517
## 1791  2132.093  1955.451   2308.736
## 1792  2176.850  2000.541   2353.158
## 1793  2130.865  1954.214   2307.517
## 1794  2130.865  1954.214   2307.517
## 1795  2130.865  1954.214   2307.517
## 1796  2130.865  1954.214   2307.517
## 1797  2144.698  1968.152   2321.244
## 1798  2130.865  1954.214   2307.517
## 1799  2143.129  1966.571   2319.687
## 1800  2139.482  1962.896   2316.067
## 1801  2155.213  1978.746   2331.680
## 1802  2130.865  1954.214   2307.517
## 1803  2363.930  2188.744   2539.116
## 1804  2131.501  1954.854   2308.147
## 1805  2198.700  2022.545   2374.855
## 1806  2246.084  2070.242   2421.926
## 1807  2150.772  1974.272   2327.272
## 1808  2130.865  1954.214   2307.517
## 1809  2130.865  1954.214   2307.517
## 1810  2130.865  1954.214   2307.517
## 1811  2154.379  1977.906   2330.852
## 1812  2168.077  1991.705   2344.449
## 1813  2135.588  1958.973   2312.204
## 1814  2139.730  1963.146   2316.313
## 1815  2288.903  2113.320   2464.486
## 1816  2153.716  1977.238   2330.194
## 1817  2147.074  1970.546   2323.602
## 1818  2153.336  1976.855   2329.817
## 1819  2141.320  1964.749   2317.892
## 1820  2137.342  1960.740   2313.944
## 1821  2131.181  1954.531   2307.830
## 1822  2154.818  1978.348   2331.288
## 1823  2163.308  1986.901   2339.716
## 1824  2157.378  1980.927   2333.828
## 1825  2147.744  1971.221   2324.267
## 1826  2207.746  2031.653   2383.839
## 1827  2134.739  1958.117   2311.361
## 1828  2205.032  2028.921   2381.144
## 1829  2142.291  1965.727   2318.855
## 1830  2132.551  1955.912   2309.190
## 1831  2271.235  2095.548   2446.922
## 1832  4625.762  4429.815   4821.708
## 1833  2143.443  1966.888   2319.999
## 1834  2143.281  1966.724   2319.838
## 1835  2133.181  1956.547   2309.815
## 1836  2137.238  1960.635   2313.840
## 1837  2156.066  1979.606   2332.527
## 1838  2200.735  2024.594   2376.876
## 1839  2136.974  1960.370   2313.579
## 1840  2153.285  1976.803   2329.766
## 1841  2130.865  1954.214   2307.517
## 1842  2130.865  1954.214   2307.517
## 1843  2135.785  1959.171   2312.399
## 1844  2461.037  2286.258   2635.816
## 1845  2142.080  1965.514   2318.646
## 1846  2139.272  1962.685   2315.859
## 1847  2130.865  1954.214   2307.517
## 1848  2132.281  1955.640   2308.922
## 1849  2139.794  1963.211   2316.377
## 1850  2130.865  1954.214   2307.517
## 1851  2142.615  1966.054   2319.177
## 1852  2166.211  1989.825   2342.597
## 1853  2139.297  1962.710   2315.884
## 1854  2141.489  1964.919   2318.059
## 1855  2141.935  1965.368   2318.502
## 1856  2130.865  1954.214   2307.517
## 1857  2134.656  1958.033   2311.279
## 1858  2154.495  1978.022   2330.967
## 1859  3164.020  2988.573   3339.467
## 1860  2316.138  2140.707   2491.569
## 1861  2130.865  1954.214   2307.517
## 1862  2130.865  1954.214   2307.517
## 1863  2224.765  2048.786   2400.744
## 1864  2130.865  1954.214   2307.517
## 1865  2134.382  1957.757   2311.006
## 1866  2143.614  1967.060   2320.168
## 1867  2137.412  1960.811   2314.013
## 1868  2159.351  1982.915   2335.787
## 1869  2139.000  1962.411   2315.589
## 1870  2164.073  1987.672   2340.475
## 1871  2130.865  1954.214   2307.517
## 1872  2136.505  1959.897   2313.113
## 1873  2143.450  1966.895   2320.005
## 1874  2130.865  1954.214   2307.517
## 1875  2193.119  2016.926   2369.313
## 1876  2147.265  1970.739   2323.792
## 1877  2599.286  2424.879   2773.693
## 1878  2167.124  1990.745   2343.503
## 1879  2174.471  1998.145   2350.797
## 1880  2137.626  1961.026   2314.226
## 1881  2159.581  1983.147   2336.016
## 1882  2465.890  2291.129   2640.652
## 1883  2137.274  1960.672   2313.877
## 1884  2236.480  2060.577   2412.383
## 1885  2145.069  1968.526   2321.612
## 1886  2143.947  1967.396   2320.499
## 1887  2178.326  2002.028   2354.625
## 1888  2130.865  1954.214   2307.517
## 1889  2139.119  1962.531   2315.707
## 1890  2141.006  1964.432   2317.580
## 1891  2130.865  1954.214   2307.517
## 1892  2136.695  1960.088   2313.302
## 1893  2169.665  1993.304   2346.026
## 1894  2149.113  1972.601   2325.626
## 1895  2141.253  1964.681   2317.825
## 1896  2157.602  1981.153   2334.051
## 1897  2130.865  1954.214   2307.517
## 1898  2188.980  2012.758   2365.203
## 1899  2376.318  2201.190   2551.446
## 1900  2225.658  2049.685   2401.632
## 1901  2489.374  2314.691   2664.056
## 1902  2392.632  2217.579   2567.685
## 1903  2393.486  2218.437   2568.536
## 1904  4666.416  4469.580   4863.252
## 1905  3166.813  2991.351   3342.276
## 1906  2938.687  2764.146   3113.227
## 1907  2577.227  2402.778   2751.677
## 1908  2416.383  2241.432   2591.334
## 1909  5199.599  4989.802   5409.395
## 1910  9147.283  8796.750   9497.816
## 1911  3491.496  3313.589   3669.403
## 1912  6113.985  5877.271   6350.700
## 1913  2519.188  2344.595   2693.780
## 1914  3270.229  3094.131   3446.328
## 1915 19285.248 18480.887  20089.609
## 1916  2948.086  2773.521   3122.651
## 1917 14554.223 13967.030  15141.416
## 1918  2163.698  1987.294   2340.102
## 1919  8769.373  8434.282   9104.464
## 1920  5332.254  5118.888   5545.619
## 1921  6155.723  5917.663   6393.782
## 1922  3333.940  3157.382   3510.497
## 1923  5408.587  5193.111   5624.062
## 1924  5562.759  5342.902   5782.616
## 1925  2539.920  2365.384   2714.457
## 1926  3318.861  3142.417   3495.305
## 1927  2402.540  2227.530   2577.549
## 1928  5866.121  5637.203   6095.040
## 1929  2480.957  2306.247   2655.667
## 1930  4545.018  4350.793   4739.243
## 1931  2130.865  1954.214   2307.517
## 1932  2338.028  2162.712   2513.343
## 1933  2193.496  2017.305   2369.687
## 1934  2153.528  1977.049   2330.008
## 1935  2274.652  2098.985   2450.319
## 1936  2149.899  1973.393   2326.406
## 1937  2604.336  2429.938   2778.734
## 1938  2192.644  2016.447   2368.841
## 1939  2276.214  2100.556   2451.872
## 1940  2150.554  1974.052   2327.056
## 1941  2130.865  1954.214   2307.517
## 1942  2542.859  2368.330   2717.388
## 1943  2130.865  1954.214   2307.517
## 1944  2131.762  1955.117   2308.407
## 1945  2141.686  1965.117   2318.255
## 1946  2531.896  2357.338   2706.453
## 1947  2136.255  1959.645   2312.866
## 1948  2227.827  2051.868   2403.786
## 1949  2130.865  1954.214   2307.517
## 1950  2173.509  1997.176   2349.841
## 1951  2130.865  1954.214   2307.517
## 1952  2340.179  2164.875   2515.484
## 1953  2178.977  2002.683   2355.270
## 1954  2204.916  2028.804   2381.028
## 1955  2678.221  2503.915   2852.526
## 1956  2273.274  2097.599   2448.949
## 1957  2149.824  1973.316   2326.331
## 1958  2458.748  2283.961   2633.535
## 1959  2130.865  1954.214   2307.517
## 1960  2151.239  1974.742   2327.735
## 1961  2183.985  2007.727   2360.243
## 1962  2340.063  2164.758   2515.368
## 1963  2133.351  1956.718   2309.983
## 1964  7330.187  7051.160   7609.214
## 1965  2149.714  1973.206   2326.222
## 1966  2160.363  1983.935   2336.792
## 1967  2130.865  1954.214   2307.517
## 1968  2130.865  1954.214   2307.517
## 1969  2134.970  1958.350   2311.590
## 1970  2130.865  1954.214   2307.517
## 1971  2130.865  1954.214   2307.517
## 1972  2130.865  1954.214   2307.517
## 1973  2130.865  1954.214   2307.517
## 1974  2137.043  1960.439   2313.647
## 1975  2130.865  1954.214   2307.517
## 1976  2130.865  1954.214   2307.517
## 1977  3284.431  3108.235   3460.627
## 1978  2130.865  1954.214   2307.517
## 1979  4756.259  4557.405   4955.112
## 1980  2149.511  1973.001   2326.020
## 1981 39623.140 37864.060  41382.220
## 1982  3019.429  2844.638   3194.219
## 1983  2344.496  2169.213   2519.778
## 1984  2493.998  2319.330   2668.666
## 1985  2652.951  2478.622   2827.280
## 1986  2588.010  2413.582   2762.438
## 1987  2240.519  2064.642   2416.396
## 1988  2413.217  2238.253   2588.182
## 1989  2186.919  2010.682   2363.156
## 1990  2308.897  2133.426   2484.367
## 1991  2203.481  2027.359   2379.603
## 1992  3215.567  3039.821   3391.312
## 1993  9744.578  9369.187  10119.970
## 1994  2160.432  1984.004   2336.861
## 1995  2295.004  2119.455   2470.552
## 1996  2286.548  2110.951   2462.145
## 1997  2368.002  2192.835   2543.169
## 1998  2283.888  2108.276   2459.501
## 1999  2155.571  1979.107   2332.035
## 2000  2268.498  2092.794   2444.201
## 2001  2859.762  2685.385   3034.138
## 2002 72522.848 69206.524  75839.173
## 2003  2172.667  1996.328   2349.005
## 2004  2146.352  1969.819   2322.885
## 2005  2268.642  2092.939   2444.345
## 2006  7460.006  7176.142   7743.870
## 2007  2357.931  2182.715   2533.146
## 2008 14333.997 13756.776  14911.219
## 2009 96636.519 92177.011 101096.027
## 2010  3465.578  3287.914   3643.242
## 2011  3802.450  3621.002   3983.897
## 2012  5713.664  5489.369   5937.959
## 2013  2280.308  2104.674   2455.941
## 2014  3237.541  3061.658   3413.424
## 2015  2260.622  2084.870   2436.373
## 2016  2437.023  2262.155   2611.892
## 2017  2215.723  2039.684   2391.762
## 2018  2220.825  2044.820   2396.830
## 2019 54085.275 51642.298  56528.253
## 2020  3001.689  2826.960   3176.417
## 2021 13649.814 13103.459  14196.170
## 2022  5761.452  5535.723   5987.181
## 2023  2488.351  2313.665   2663.037
## 2024  3303.332  3127.001   3479.662
## 2025  2130.865  1954.214   2307.517
## 2026  2168.416  1992.046   2344.785
## 2027  2158.382  1981.939   2334.826
## 2028  2571.731  2397.269   2746.192
## 2029  2431.163  2256.272   2606.055
## 2030  7100.022  6829.440   7370.605
## 2031  2467.611  2292.856   2642.367
## 2032  2178.552  2002.256   2354.849
## 2033  2414.846  2239.888   2589.803
## 2034  2593.798  2419.381   2768.215
## 2035  2348.070  2172.806   2523.334
## 2036  2194.160  2017.974   2370.347
## 2037  2204.056  2027.937   2380.174
## 2038 18624.740 17850.951  19398.530
## 2039  2280.358  2104.725   2455.991
## 2040  2141.403  1964.832   2317.974
## 2041  2260.476  2084.724   2436.228
## 2042  2737.740  2563.458   2912.021
## 2043  2199.219  2023.067   2375.370
## 2044  2628.253  2453.892   2802.613
## 2045  2364.825  2189.643   2540.007
## 2046  2193.762  2017.573   2369.951
## 2047  2655.787  2481.461   2830.113
## 2048  2286.794  2111.198   2462.390
## 2049  3166.923  2991.460   3342.386
## 2050  2157.514  1981.064   2333.964
## 2051  2243.507  2067.649   2419.365
## 2052  3094.637  2919.538   3269.736
## 2053  2875.221  2700.818   3049.623
## 2054  2286.505  2110.908   2462.103
## 2055  2477.943  2303.223   2652.663
## 2056  2357.031  2181.812   2532.251
## 2057  2254.400  2078.610   2430.190
## 2058 20629.774 19763.012  21496.536
## 2059  2205.711  2029.604   2381.818
## 2060  2178.458  2002.161   2354.755
## 2061  2347.494  2172.227   2522.761
## 2062  2430.531  2255.637   2605.425
## 2063  2624.105  2449.738   2798.471
## 2064  2256.455  2080.678   2432.232
## 2065 12973.737 12457.688  13489.785
## 2066  2130.865  1954.214   2307.517
## 2067  2217.701  2041.675   2393.727
## 2068  2309.131  2133.661   2484.600
## 2069  2587.601  2413.172   2762.030
## 2070  2234.265  2058.348   2410.182
## 2071 10968.442 10540.758  11396.127
## 2072  2168.867  1992.501   2345.234
## 2073  2193.694  2017.504   2369.884
## 2074  2218.149  2042.126   2394.172
## 2075  2160.387  1983.959   2336.816
## 2076  2242.188  2066.322   2418.055
## 2077  2264.833  2089.107   2440.559
## 2078  2144.163  1967.613   2320.713
## 2079  2154.416  1977.943   2330.888
## 2080  2240.941  2065.067   2416.816
## 2081  2681.115  2506.812   2855.418
## 2082  2233.571  2057.649   2409.493
## 2083  3068.591  2893.607   3243.575
## 2084  2321.258  2145.854   2496.661
## 2085  2771.738  2597.450   2946.027
## 2086  2338.156  2162.841   2513.471
## 2087  3838.090  3656.164   4020.015
## 2088  6700.216  6443.855   6956.576
## 2089  2221.320  2045.318   2397.322
## 2090  3913.980  3730.990   4096.971
## 2091  2296.648  2121.109   2472.187
## 2092  2361.739  2186.543   2536.936
## 2093  2162.998  1986.588   2339.407
## 2094  2130.865  1954.214   2307.517
## 2095  2429.096  2254.197   2603.996
## 2096  2156.854  1980.400   2333.309
## 2097  6848.986  6587.404   7110.568
## 2098  2168.349  1991.978   2344.719
## 2099  2184.808  2008.556   2361.060
## 2100  2459.717  2284.933   2634.500
## 2101  2130.865  1954.214   2307.517
## 2102  2192.918  2016.723   2369.113
## 2103  2130.865  1954.214   2307.517
## 2104  2229.041  2053.090   2404.992
## 2105  2213.823  2037.771   2389.875
## 2106  2220.530  2044.523   2396.537
## 2107  2689.982  2515.686   2864.279
## 2108  2170.853  1994.501   2347.205
## 2109  2143.135  1966.577   2319.693
## 2110  2419.333  2244.394   2594.272
## 2111  2422.142  2247.214   2597.069
## 2112  2377.613  2202.491   2552.734
## 2113  2748.629  2574.347   2922.912
## 2114  2247.835  2072.004   2423.666
## 2115  2227.632  2051.672   2403.592
## 2116  4646.345  4449.950   4842.740
## 2117  7512.140  7226.319   7797.961
## 2118  3385.652  3208.686   3562.618
## 2119  2263.393  2087.659   2439.128
## 2120  2233.293  2057.370   2409.217
## 2121  2151.050  1974.552   2327.548
## 2122  2172.859  1996.522   2349.197
## 2123  2584.867  2410.433   2759.302
## 2124  2252.916  2077.117   2428.715
## 2125  2306.688  2131.206   2482.171
## 2126  2132.297  1955.656   2308.938
## 2127  2464.538  2289.772   2639.304
## 2128  2177.954  2001.654   2354.255
## 2129  2163.707  1987.303   2340.111
## 2130  2130.865  1954.214   2307.517
## 2131  2176.415  2000.103   2352.726
## 2132  2130.865  1954.214   2307.517
## 2133  2234.788  2058.874   2410.702
## 2134  2181.215  2004.938   2357.493
## 2135  2185.495  2009.248   2361.742
## 2136  2200.444  2024.301   2376.587
## 2137  2162.126  1985.711   2338.542
## 2138  2278.490  2102.846   2454.134
## 2139  2228.055  2052.098   2404.013
## 2140  2229.119  2053.168   2405.070
## 2141  2130.865  1954.214   2307.517
## 2142  2524.691  2350.114   2699.269
## 2143  2161.299  1984.878   2337.721
## 2144  2600.629  2426.224   2775.034
## 2145  2162.650  1986.238   2339.062
## 2146  2158.013  1981.567   2334.459
## 2147  2313.364  2137.918   2488.810
## 2148  2150.746  1974.246   2327.246
## 2149  2141.423  1964.853   2317.994
## 2150  2137.064  1960.460   2313.668
## 2151  2130.865  1954.214   2307.517
## 2152  2255.647  2079.865   2431.429
## 2153  2193.019  2016.825   2369.213
## 2154  2231.126  2055.188   2407.064
## 2155  2131.915  1955.272   2308.559
## 2156  2180.249  2003.965   2356.533
## 2157  2131.228  1954.579   2307.877
## 2158  2130.865  1954.214   2307.517
## 2159  2166.108  1989.721   2342.494
## 2160  2181.107  2004.829   2357.385
## 2161  2180.530  2004.247   2356.812
## 2162  2197.597  2021.435   2373.760
## 2163  2153.120  1976.637   2329.602
## 2164  2264.430  2088.702   2440.158
## 2165  2140.386  1963.808   2316.965
## 2166  2253.526  2077.730   2429.321
## 2167  2177.277  2000.972   2353.583
## 2168  2178.065  2001.765   2354.365
## 2169  2168.646  1992.278   2345.014
## 2170  2145.964  1969.427   2322.500
## 2171  2158.765  1982.324   2335.205
## 2172  2160.885  1984.461   2337.310
## 2173  2186.798  2010.560   2363.036
## 2174  2130.865  1954.214   2307.517
## 2175  2256.143  2080.364   2431.922
## 2176  2131.281  1954.633   2307.930
## 2177  2131.281  1954.633   2307.930
## 2178  2401.469  2226.455   2576.484
## 2179  2131.915  1955.272   2308.559
## 2180  2237.554  2061.658   2413.450
## 2181  2156.179  1979.719   2332.639
## 2182  5724.957  5500.324   5949.589
## 2183  2282.988  2107.370   2458.605
## 2184  2294.355  2118.803   2469.907
## 2185  2260.258  2084.505   2436.012
## 2186  2180.234  2003.949   2356.518
## 2187  2300.413  2124.896   2475.931
## 2188  2434.638  2259.760   2609.515
## 2189  2288.755  2113.171   2464.339
## 2190  2274.000  2098.329   2449.670
## 2191  2138.325  1961.730   2314.919
## 2192  2247.052  2071.216   2422.888
## 2193  2235.579  2059.670   2411.488
## 2194  2157.807  1981.359   2334.254
## 2195  2214.438  2038.390   2390.486
## 2196  2130.865  1954.214   2307.517
## 2197  2152.278  1975.789   2328.767
## 2198  4920.411  4717.691   5123.131
## 2199  2163.497  1987.092   2339.903
## 2200  2486.567  2311.875   2661.258
## 2201  2130.865  1954.214   2307.517
## 2202  2154.074  1977.599   2330.550
## 2203  2150.558  1974.057   2327.060
## 2204  2138.264  1961.670   2314.859
## 2205  2257.492  2081.721   2433.263
## 2206  3767.044  3586.057   3948.031
## 2207  2187.577  2011.345   2363.810
## 2208  2174.995  1998.673   2351.317
## 2209  2272.489  2096.809   2448.169
## 2210  2146.868  1970.339   2323.398
## 2211  2135.404  1958.787   2312.021
## 2212  2275.090  2099.426   2450.755
## 2213  2331.643  2156.295   2506.992
## 2214  2130.865  1954.214   2307.517
## 2215  2137.509  1960.908   2314.110
## 2216  2144.274  1967.724   2320.823
## 2217  2147.056  1970.528   2323.584
## 2218  2479.251  2304.536   2653.967
## 2219  2154.816  1978.346   2331.285
## 2220  2218.761  2042.742   2394.780
## 2221  2172.497  1996.157   2348.837
## 2222  2130.865  1954.214   2307.517
## 2223  3367.453  3190.635   3544.272
## 2224  2240.986  2065.111   2416.860
## 2225  2199.263  2023.112   2375.414
## 2226  2177.542  2001.239   2353.846
## 2227  3146.073  2970.722   3321.424
## 2228  2130.865  1954.214   2307.517
## 2229  8224.506  7911.211   8537.801
## 2230  2316.202  2140.771   2491.632
## 2231  2130.865  1954.214   2307.517
## 2232  2134.105  1957.479   2310.732
## 2233  2258.536  2082.772   2434.301
## 2234  2143.685  1967.131   2320.238
## 2235  2253.423  2077.627   2429.219
## 2236  2160.701  1984.275   2337.127
## 2237  3211.713  3035.991   3387.435
## 2238  2130.865  1954.214   2307.517
## 2239  2144.990  1968.447   2321.534
## 2240  2255.317  2079.532   2431.101
## 2241 20131.225 19287.625  20974.824
## 2242  2415.634  2240.680   2590.589
## 2243  3940.757  3757.375   4124.139
## 2244  2199.888  2023.742   2376.035
## 2245  4435.232  4243.249   4627.214
## 2246  2947.307  2772.744   3121.870
## 2247  2250.658  2074.844   2426.471
## 2248  3386.691  3209.717   3563.666
## 2249  2367.961  2192.794   2543.128
## 2250  3233.675  3057.817   3409.534
## 2251  2183.572  2007.311   2359.833
## 2252  2365.581  2190.403   2540.760
## 2253  2382.641  2207.543   2557.740
## 2254  3230.901  3055.060   3406.742
## 2255  2249.944  2074.126   2425.761
## 2256  2497.454  2322.797   2672.111
## 2257  2343.796  2168.510   2519.081
## 2258  2314.144  2138.702   2489.586
## 2259  2617.462  2443.086   2791.839
## 2260  2737.562  2563.280   2911.844
## 2261  5479.961  5262.477   5697.445
## 2262  4572.432  4377.630   4767.235
## 2263  2261.492  2085.745   2437.238
## 2264  4369.102  4178.415   4559.790
## 2265  3405.750  3228.616   3582.884
## 2266  2160.430  1984.002   2336.859
## 2267  2584.214  2409.778   2758.649
## 2268  2162.412  1985.998   2338.825
## 2269  2335.439  2160.110   2510.767
## 2270  2303.722  2128.223   2479.221
## 2271  2359.251  2184.042   2534.460
## 2272  2358.142  2182.928   2533.356
## 2273  2186.785  2010.547   2363.023
## 2274  4775.648  4576.350   4974.946
## 2275  3586.423  3407.557   3765.289
## 2276  3007.079  2832.333   3181.826
## 2277  2812.197  2637.880   2986.514
## 2278  3861.662  3679.413   4043.912
## 2279  5394.871  5179.778   5609.964
## 2280  2838.551  2664.205   3012.898
## 2281  2408.254  2233.268   2583.239
## 2282  2872.837  2698.439   3047.236
## 2283  2275.878  2100.218   2451.537
## 2284  2349.734  2174.478   2524.990
## 2285  6237.259  5996.547   6477.971
## 2286  2253.961  2078.168   2429.754
## 2287  4153.109  3966.346   4339.872
## 2288  2725.511  2551.228   2899.794
## 2289  2154.651  1978.179   2331.122
## 2290 31601.428 30220.645  32982.211
## 2291  2154.651  1978.179   2331.122
## 2292  2190.531  2014.319   2366.742
## 2293  2822.485  2648.158   2996.812
## 2294  2173.794  1997.464   2350.125
## 2295  2502.164  2327.522   2676.807
## 2296  2228.263  2052.307   2404.219
## 2297  2290.335  2114.760   2465.911
## 2298  2497.479  2322.822   2672.136
## 2299  2176.080  1999.766   2352.394
## 2300  2406.204  2231.210   2581.198
## 2301  2296.744  2121.205   2472.282
## 2302  3286.758  3110.546   3462.971
## 2303  2200.577  2024.436   2376.719
## 2304  4103.429  3917.500   4289.357
## 2305  2188.221  2011.994   2364.449
## 2306  3566.338  3387.684   3744.992
## 2307  2180.506  2004.223   2356.789
## 2308  2166.147  1989.760   2342.533
## 2309  2396.708  2221.673   2571.743
## 2310  2198.758  2022.603   2374.912
## 2311  2194.693  2018.510   2370.875
## 2312  2370.985  2195.832   2546.137
## 2313  2130.865  1954.214   2307.517
## 2314  2130.865  1954.214   2307.517
## 2315  2321.338  2145.935   2496.741
## 2316  2187.088  2010.852   2363.324
## 2317  3104.525  2929.380   3279.670
## 2318  2205.430  2029.321   2381.539
## 2319  2840.984  2666.635   3015.334
## 2320  2212.564  2036.503   2388.624
## 2321  2202.953  2026.828   2379.079
## 2322  2171.139  1994.790   2347.489
## 2323  2168.807  1992.440   2345.173
## 2324  2130.865  1954.214   2307.517
## 2325  2130.865  1954.214   2307.517
## 2326  2130.865  1954.214   2307.517
## 2327  2130.865  1954.214   2307.517
## 2328  2265.977  2090.258   2441.696
## 2329  2162.196  1985.781   2338.611
## 2330  2260.999  2085.250   2436.748
## 2331  2130.865  1954.214   2307.517
## 2332  2588.331  2413.903   2762.758
## 2333  2130.865  1954.214   2307.517
## 2334  2130.865  1954.214   2307.517
## 2335  2172.553  1996.214   2348.893
## 2336  2478.776  2304.059   2653.493
## 2337  2178.248  2001.949   2354.547
## 2338  2168.606  1992.238   2344.974
## 2339  2164.998  1988.604   2341.393
## 2340  2171.016  1994.665   2347.366
## 2341  2186.852  2010.615   2363.090
## 2342  2130.865  1954.214   2307.517
## 2343  2146.740  1970.209   2323.270
## 2344  2130.865  1954.214   2307.517
## 2345  2130.865  1954.214   2307.517
## 2346  2173.545  1997.213   2349.878
## 2347  2130.865  1954.214   2307.517
## 2348  2192.174  2015.974   2368.374
## 2349  2133.714  1957.084   2310.343
## 2350  2153.775  1977.297   2330.252
## 2351  2130.865  1954.214   2307.517
## 2352  3058.774  2883.831   3233.717
## 2353  2184.736  2008.483   2360.988
## 2354  2130.865  1954.214   2307.517
## 2355  2130.865  1954.214   2307.517
## 2356 37074.322 35435.562  38713.082
## 2357  2130.865  1954.214   2307.517
## 2358  2167.153  1990.775   2343.532
## 2359  2183.814  2007.555   2360.073
## 2360  2228.491  2052.536   2404.446
## 2361  2358.120  2182.906   2533.335
## 2362  2130.865  1954.214   2307.517
## 2363  2148.992  1972.478   2325.505
## 2364  2255.856  2080.075   2431.637
## 2365  2130.865  1954.214   2307.517
## 2366  2208.878  2032.792   2384.963
## 2367  2172.406  1996.066   2348.747
## 2368  2167.422  1991.045   2343.799
## 2369  2296.336  2120.795   2471.877
## 2370  5127.152  4919.250   5335.054
## 2371  3041.966  2867.091   3216.842
## 2372 17499.996 16778.112  18221.881
## 2373  3262.119  3086.075   3438.163
## 2374  2263.693  2087.961   2439.426
## 2375  2620.829  2446.458   2795.200
## 2376  2181.092  2004.814   2357.370
## 2377  2756.054  2581.770   2930.338
## 2378  2179.114  2002.821   2355.406
## 2379  2788.762  2614.464   2963.060
## 2380  2497.017  2322.358   2671.675
## 2381  2393.128  2218.077   2568.179
## 2382  2186.642  2010.403   2362.881
## 2383  4129.255  3942.895   4315.614
## 2384  2392.968  2217.917   2568.020
## 2385  2264.582  2088.854   2440.309
## 2386  2335.640  2160.312   2510.968
## 2387  2241.627  2065.757   2417.497
## 2388  2281.126  2105.497   2456.754
## 2389  2411.886  2236.916   2586.856
## 2390  2190.349  2014.136   2366.562
## 2391  2328.049  2152.682   2503.417
## 2392  2228.561  2052.607   2404.515
## 2393  2179.933  2003.647   2356.220
## 2394  2758.668  2584.384   2932.953
## 2395  2337.641  2162.324   2512.958
## 2396  4113.235  3927.144   4299.326
## 2397  2320.292  2144.884   2495.701
## 2398  2191.217  2015.010   2367.424
## 2399  2847.894  2673.535   3022.252
## 2400  2142.942  1966.383   2319.501
## 2401  2255.270  2079.485   2431.054
## 2402  2275.661  2100.000   2451.322
## 2403  3059.636  2884.689   3234.582
## 2404  2208.172  2032.082   2384.262
## 2405  2772.456  2598.167   2946.745
## 2406  2429.742  2254.845   2604.638
## 2407  2260.581  2084.829   2436.333
## 2408  2140.463  1963.885   2317.041
## 2409  2372.164  2197.017   2547.311
## 2410  2251.156  2075.346   2426.966
## 2411  2372.018  2196.870   2547.165
## 2412  2298.539  2123.010   2474.067
## 2413  5199.528  4989.733   5409.322
## 2414  2162.584  1986.172   2338.996
## 2415  2883.251  2708.835   3057.668
## 2416  2636.862  2462.514   2811.211
## 2417  2393.431  2218.381   2568.480
## 2418  2361.575  2186.377   2536.773
## 2419  2732.843  2558.561   2907.125
## 2420  2130.865  1954.214   2307.517
## 2421  2226.479  2050.511   2402.447
## 2422  2143.473  1966.918   2320.029
## 2423  2135.562  1958.947   2312.178
## 2424  2170.292  1993.936   2346.648
## 2425  2271.041  2095.353   2446.729
## 2426  2151.170  1974.673   2327.667
## 2427  2130.865  1954.214   2307.517
## 2428  2157.318  1980.867   2333.770
## 2429  2130.865  1954.214   2307.517
## 2430  2143.496  1966.941   2320.051
## 2431  2130.865  1954.214   2307.517
## 2432  2197.855  2021.695   2374.016
## 2433  2212.535  2036.474   2388.595
## 2434  2130.865  1954.214   2307.517
## 2435  2139.512  1962.927   2316.097
## 2436  2173.250  1996.915   2349.585
## 2437  2142.004  1965.437   2318.570
## 2438  2149.100  1972.588   2325.613
## 2439  2130.865  1954.214   2307.517
## 2440  2130.865  1954.214   2307.517
## 2441  2131.842  1955.197   2308.486
## 2442  2223.372  2047.384   2399.361
## 2443  2130.865  1954.214   2307.517
## 2444  2130.865  1954.214   2307.517
## 2445  2142.475  1965.912   2319.037
## 2446  2130.865  1954.214   2307.517
## 2447  2135.405  1958.788   2312.022
## 2448  2142.737  1966.176   2319.298
## 2449  2130.865  1954.214   2307.517
## 2450  2130.865  1954.214   2307.517
## 2451  2191.403  2015.198   2367.609
## 2452  2138.801  1962.211   2315.392
## 2453  2131.762  1955.117   2308.407
## 2454  2130.865  1954.214   2307.517
## 2455  2137.594  1960.994   2314.194
## 2456  2140.987  1964.413   2317.561
## 2457  2142.535  1965.973   2319.098
## 2458  2189.376  2013.156   2365.596
## 2459  2151.303  1974.807   2327.799
## 2460  2144.336  1967.788   2320.885
## 2461  2137.889  1961.292   2314.487
## 2462  2130.865  1954.214   2307.517
## 2463  2130.865  1954.214   2307.517
## 2464  2130.865  1954.214   2307.517
## 2465  2168.771  1992.404   2345.138
## 2466  2130.865  1954.214   2307.517
## 2467  2136.743  1960.136   2313.349
## 2468  2734.868  2560.586   2909.150
## 2469  2130.865  1954.214   2307.517
## 2470  2130.865  1954.214   2307.517
## 2471  2704.006  2529.716   2878.295
## 2472  2157.559  1981.110   2334.009
## 2473  2130.865  1954.214   2307.517
## 2474  2170.960  1994.609   2347.311
## 2475  2130.865  1954.214   2307.517
## 2476  2138.539  1961.947   2315.132
## 2477  2133.906  1957.278   2310.535
## 2478  2130.865  1954.214   2307.517
## 2479  2130.865  1954.214   2307.517
## 2480  2147.965  1971.444   2324.486
## 2481  2146.150  1969.615   2322.685
## 2482  2149.877  1973.370   2326.384
## 2483  2152.775  1976.290   2329.260
## 2484  2182.671  2006.404   2358.939
## 2485  2130.865  1954.214   2307.517
## 2486  2421.615  2246.685   2596.544
## 2487  2397.219  2222.186   2572.252
## 2488  2150.280  1973.776   2326.784
## 2489  2182.372  2006.102   2358.641
## 2490  2433.915  2259.034   2608.795
## 2491  2653.470  2479.142   2827.799
## 2492  2772.267  2597.978   2946.556
## 2493  2198.140  2021.981   2374.299
## 2494  2271.675  2095.990   2447.359
## 2495  2545.527  2371.004   2720.049
## 2496  2134.679  1958.057   2311.301
## 2497  2208.669  2032.582   2384.756
## 2498  2136.873  1960.268   2313.479
## 2499  2132.394  1955.754   2309.034
## 2500  2343.639  2168.352   2518.925
## 2501  2279.381  2103.742   2455.020
## 2502  2140.260  1963.680   2316.839
## 2503  2309.561  2134.094   2485.028
## 2504  9380.634  9020.450   9740.817
## 2505  2234.958  2059.045   2410.871
## 2506  2168.872  1992.505   2345.238
## 2507  2228.126  2052.169   2404.083
## 2508  2563.881  2389.402   2738.359
## 2509  2185.088  2008.838   2361.338
## 2510  2141.498  1964.928   2318.068
## 2511  2290.004  2114.427   2465.581
## 2512  2399.816  2224.795   2574.838
## 2513  2276.642  2100.987   2452.297
## 2514  2130.865  1954.214   2307.517
## 2515  2338.441  2163.127   2513.754
## 2516  2149.553  1973.043   2326.062
## 2517  2559.749  2385.261   2734.237
## 2518  3836.530  3654.626   4018.434
## 2519  2149.753  1973.245   2326.261
## 2520  2188.235  2012.007   2364.463
## 2521  2181.602  2005.327   2357.877
## 2522  2243.146  2067.286   2419.007
## 2523  2222.496  2046.502   2398.490
## 2524  2268.032  2092.325   2443.738
## 2525  2282.122  2106.500   2457.745
## 2526  2200.907  2024.767   2377.046
## 2527  2152.816  1976.332   2329.301
## 2528  2190.720  2014.509   2366.930
## 2529  2139.215  1962.628   2315.803
## 2530  2213.006  2036.948   2389.063
## 2531  2179.235  2002.944   2355.527
## 2532  8283.020  7967.414   8598.626
## 2533  2198.477  2022.320   2374.633
## 2534  2292.664  2117.102   2468.226
## 2535  2275.996  2100.337   2451.655
## 2536  2189.797  2013.580   2366.014
## 2537  2301.020  2125.506   2476.535
## 2538  2346.113  2170.839   2521.387
## 2539  2169.213  1992.849   2345.576
## 2540  2641.470  2467.127   2815.812
## 2541  2304.902  2129.409   2480.394
## 2542  2226.729  2050.763   2402.696
## 2543  2291.320  2115.751   2466.890
## 2544  2376.884  2201.759   2552.009
## 2545  2274.752  2099.086   2450.418
## 2546  2144.352  1967.804   2320.901
## 2547  2187.340  2011.106   2363.574
## 2548  2734.827  2560.545   2909.109
## 2549  2134.679  1958.057   2311.301
## 2550  2169.504  1993.142   2345.865
## 2551  2328.714  2153.350   2504.078
## 2552  2168.036  1991.663   2344.408
## 2553  2141.300  1964.728   2317.872
## 2554  2132.394  1955.754   2309.034
## 2555  2144.352  1967.804   2320.901
## 2556  2441.964  2267.115   2616.813
## 2557  2271.206  2095.519   2446.894
## 2558  2403.939  2228.935   2578.943
## 2559  2399.365  2224.341   2574.388
## 2560  2542.680  2368.150   2717.209
## 2561  2137.993  1961.396   2314.590
## 2562  2176.022  1999.707   2352.337
## 2563  2251.789  2075.983   2427.595
## 2564 14730.121 14134.951  15325.291
## 2565  2163.646  1987.241   2340.050
## 2566  2138.264  1961.669   2314.859
## 2567  2698.992  2524.700   2873.284
## 2568  2607.402  2433.009   2781.795
## 2569  2297.370  2121.835   2472.905
## 2570  2149.368  1972.857   2325.879
## 2571  2196.757  2020.589   2372.925
## 2572  2130.865  1954.214   2307.517
## 2573  2132.394  1955.754   2309.034
## 2574  2280.911  2105.281   2456.541
## 2575  2785.010  2610.715   2959.306
## 2576  2139.890  1963.308   2316.473
## 2577  2357.131  2181.911   2532.350
## 2578  2219.611  2043.598   2395.625
## 2579  2345.352  2170.074   2520.630
## 2580  2349.649  2174.393   2524.905
## 2581  2231.240  2055.304   2407.177
## 2582  2130.865  1954.214   2307.517
## 2583  2384.052  2208.960   2559.144
## 2584  2130.865  1954.214   2307.517
## 2585  2144.007  1967.456   2320.558
## 2586  2150.483  1973.980   2326.985
## 2587  2234.293  2058.376   2410.210
## 2588  2171.508  1995.161   2347.855
## 2589  2134.473  1957.849   2311.097
## 2590  2130.865  1954.214   2307.517
## 2591  2232.302  2056.372   2408.232
## 2592  2197.082  2020.916   2373.248
## 2593  2209.527  2033.446   2385.607
## 2594  2671.730  2497.420   2846.041
## 2595 10942.889 10516.312  11369.467
## 2596  2145.547  1969.008   2322.087
## 2597  2133.640  1957.009   2310.270
## 2598  2190.483  2014.271   2366.695
## 2599  2356.511  2181.289   2531.733
## 2600  2341.789  2166.493   2517.085
## 2601  2712.924  2538.638   2887.210
## 2602  2144.796  1968.251   2321.341
## 2603  2130.865  1954.214   2307.517
## 2604  2220.867  2044.862   2396.872
## 2605  2256.502  2080.725   2432.279
## 2606  2149.961  1973.454   2326.467
## 2607  2610.857  2436.470   2785.244
## 2608  2209.442  2033.361   2385.524
## 2609  2151.961  1975.470   2328.452
## 2610  2150.037  1973.531   2326.542
## 2611  3313.046  3136.644   3489.447
## 2612  2163.931  1987.529   2340.334
## 2613  2130.865  1954.214   2307.517
## 2614  2209.990  2033.912   2386.068
## 2615  2130.865  1954.214   2307.517
## 2616  2130.865  1954.214   2307.517
## 2617  2198.868  2022.714   2375.021
## 2618  2161.418  1984.997   2337.839
## 2619  2149.348  1972.837   2325.859
## 2620  2130.865  1954.214   2307.517
## 2621  2150.313  1973.810   2326.817
## 2622  2211.419  2035.351   2387.487
## 2623  3152.599  2977.214   3327.985
## 2624  2147.756  1971.233   2324.278
## 2625  2135.948  1959.335   2312.560
## 2626  2330.325  2154.970   2505.681
## 2627  2205.830  2029.724   2381.936
## 2628  2137.745  1961.146   2314.344
## 2629  2257.785  2082.016   2433.554
## 2630  2226.073  2050.103   2402.044
## 2631  2150.322  1973.818   2326.825
## 2632  2130.865  1954.214   2307.517
## 2633  2130.865  1954.214   2307.517
## 2634  2163.197  1986.789   2339.605
## 2635  2143.865  1967.313   2320.417
## 2636  2130.865  1954.214   2307.517
## 2637 18792.896 18011.329  19574.463
## 2638  2144.156  1967.606   2320.706
## 2639  2235.887  2059.980   2411.794
## 2640  2226.512  2050.544   2402.480
## 2641  2161.896  1985.479   2338.314
## 2642  2441.578  2266.727   2616.428
## 2643  2140.298  1963.719   2316.878
## 2644  2180.255  2003.970   2356.539
## 2645  2130.865  1954.214   2307.517
## 2646  2184.176  2007.920   2360.433
## 2647  2205.964  2029.859   2382.069
## 2648  2428.462  2253.560   2603.364
## 2649  2130.865  1954.214   2307.517
## 2650  6203.866  5964.245   6443.488
## 2651  2285.002  2109.396   2460.608
## 2652  2166.850  1990.469   2343.231
## 2653  2228.480  2052.525   2404.435
## 2654  2150.878  1974.379   2327.377
## 2655  2176.926  2000.618   2353.234
## 2656  2174.087  1997.758   2350.415
## 2657  2164.390  1987.991   2340.789
## 2658  2131.849  1955.204   2308.493
## 2659  3160.400  2984.972   3335.827
## 2660  2151.452  1974.957   2327.947
## 2661  2173.721  1997.390   2350.053
## 2662  2199.686  2023.538   2375.834
## 2663  2146.917  1970.387   2323.446
## 2664  2766.001  2591.714   2940.287
## 2665  2159.543  1983.108   2335.978
## 2666  2144.484  1967.937   2321.032
## 2667  2130.865  1954.214   2307.517
## 2668  2148.152  1971.632   2324.672
## 2669  2241.730  2065.860   2417.599
## 2670  2130.865  1954.214   2307.517
## 2671  2425.282  2250.368   2600.197
## 2672  2443.467  2268.624   2618.311
## 2673  2163.769  1987.365   2340.172
## 2674  2300.488  2124.971   2476.005
## 2675  2214.956  2038.911   2391.000
## 2676  2166.958  1990.578   2343.339
## 2677  2160.264  1983.834   2336.693
## 2678  2136.720  1960.114   2313.327
## 2679  2162.127  1985.712   2338.543
## 2680  2130.865  1954.214   2307.517
## 2681 17179.550 16472.413  17886.686
## 2682  2270.289  2094.596   2445.982
## 2683  2130.865  1954.214   2307.517
## 2684  2152.095  1975.605   2328.586
## 2685  2343.505  2168.217   2518.792
## 2686  2130.865  1954.214   2307.517
## 2687  2276.402  2100.746   2452.059
## 2688  4367.967  4177.301   4558.632
## 2689  2164.324  1987.925   2340.724
## 2690  2150.138  1973.633   2326.642
## 2691  2163.602  1987.197   2340.007
## 2692  2146.384  1969.851   2322.917
## 2693  2299.779  2124.258   2475.301
## 2694  2261.622  2085.876   2437.367
## 2695  2130.865  1954.214   2307.517
## 2696  2231.937  2056.004   2407.869
## 2697  2204.910  2028.798   2381.022
## 2698  2130.865  1954.214   2307.517
## 2699  2140.743  1964.167   2317.319
## 2700  2158.635  1982.194   2335.077
## 2701  2447.103  2272.273   2621.933
## 2702  2130.865  1954.214   2307.517
## 2703  5831.629  5603.769   6059.489
## 2704  2141.014  1964.441   2317.588
## 2705  2322.423  2147.026   2497.820
## 2706  2189.920  2013.704   2366.136
## 2707  2196.153  2019.980   2372.325
## 2708  2202.751  2026.624   2378.878
## 2709  2169.410  1993.047   2345.772
## 2710  2130.865  1954.214   2307.517
## 2711  2130.865  1954.214   2307.517
## 2712  2130.865  1954.214   2307.517
## 2713  2154.713  1978.243   2331.184
## 2714  2142.165  1965.600   2318.730
## 2715  2138.642  1962.050   2315.234
## 2716  2153.326  1976.845   2329.807
## 2717  2206.614  2030.514   2382.715
## 2718  2178.487  2002.190   2354.784
## 2719  2153.710  1977.232   2330.188
## 2720  2326.621  2151.246   2501.996
## 2721  2156.513  1980.056   2332.970
## 2722  2160.586  1984.159   2337.013
## 2723  2145.923  1969.386   2322.459
## 2724  2130.865  1954.214   2307.517
## 2725  2158.011  1981.565   2334.457
## 2726  2216.083  2040.046   2392.120
## 2727  2190.736  2014.526   2366.947
## 2728  2130.865  1954.214   2307.517
## 2729  2143.840  1967.287   2320.392
## 2730  2150.688  1974.187   2327.189
## 2731  2130.865  1954.214   2307.517
## 2732  2881.958  2707.544   3056.373
## 2733  2149.601  1973.092   2326.109
## 2734  2150.205  1973.701   2326.710
## 2735  2153.186  1976.704   2329.668
## 2736  2130.865  1954.214   2307.517
## 2737  2148.620  1972.104   2325.136
## 2738  2227.111  2051.147   2403.075
## 2739  2358.503  2183.290   2533.715
## 2740  2193.870  2017.682   2370.059
## 2741  2830.781  2656.445   3005.118
## 2742  2130.865  1954.214   2307.517
## 2743  2155.292  1978.826   2331.758
## 2744  2130.865  1954.214   2307.517
## 2745  2388.357  2213.284   2563.429
## 2746  2302.691  2127.186   2478.196
## 2747  2142.525  1965.963   2319.088
## 2748  2179.441  2003.151   2355.732
## 2749  2157.981  1981.535   2334.428
## 2750  4175.856  3988.703   4363.010
## 2751  2130.865  1954.214   2307.517
## 2752  2195.834  2019.659   2372.008
## 2753  2130.865  1954.214   2307.517
## 2754  2282.334  2106.713   2457.956
## 2755  2566.862  2392.389   2741.334
## 2756  2153.957  1977.481   2330.434
## 2757  2240.815  2064.940   2416.691
## 2758  3405.546  3228.413   3582.679
## 2759  2130.865  1954.214   2307.517
## 2760  2130.865  1954.214   2307.517
## 2761  2376.493  2201.366   2551.620
## 2762  2177.536  2001.232   2353.840
## 2763  2136.936  1960.331   2313.541
## 2764  2508.756  2334.133   2683.379
## 2765  2130.865  1954.214   2307.517
## 2766  2130.865  1954.214   2307.517
## 2767  2254.385  2078.595   2430.175
## 2768  2413.375  2238.411   2588.338
## 2769  2154.453  1977.980   2330.925
## 2770  2139.444  1962.858   2316.030
## 2771  2187.672  2011.440   2363.904
## 2772  2130.865  1954.214   2307.517
## 2773  2130.865  1954.214   2307.517
## 2774  2192.215  2016.015   2368.415
## 2775  2183.467  2007.205   2359.728
## 2776  2147.845  1971.323   2324.367
## 2777  2130.865  1954.214   2307.517
## 2778  2220.041  2044.030   2396.051
## 2779  2172.406  1996.065   2348.747
## 2780  2178.199  2001.900   2354.498
## 2781  2209.079  2032.995   2385.163
## 2782  2172.029  1995.685   2348.372
## 2783  2155.806  1979.343   2332.268
## 2784  2130.865  1954.214   2307.517
## 2785  2353.707  2178.471   2528.944
## 2786  2146.400  1969.867   2322.933
## 2787  2143.329  1966.773   2319.885
## 2788  2133.927  1957.299   2310.555
## 2789  2130.865  1954.214   2307.517
## 2790  2266.586  2090.871   2442.301
## 2791  2130.865  1954.214   2307.517
## 2792  2324.746  2149.361   2500.130
## 2793  2130.865  1954.214   2307.517
## 2794  2185.697  2009.451   2361.943
## 2795  2192.512  2016.314   2368.710
## 2796  2130.865  1954.214   2307.517
## 2797  2141.328  1964.757   2317.900
## 2798  2130.865  1954.214   2307.517
## 2799  2150.317  1973.814   2326.821
## 2800  5808.217  5581.071   6035.363
## 2801  2404.144  2229.141   2579.147
## 2802  2130.865  1954.214   2307.517
## 2803  2150.650  1974.149   2327.151
## 2804  2143.125  1966.568   2319.683
## 2805  2146.261  1969.727   2322.795
## 2806  2290.997  2115.426   2466.569
## 2807  7417.443  7135.171   7699.716
## 2808  2138.814  1962.224   2315.405
## 2809  2160.349  1983.920   2336.778
## 2810  2192.519  2016.322   2368.717
## 2811  2134.111  1957.484   2310.737
## 2812  2158.552  1982.110   2334.994
## 2813  2218.006  2041.982   2394.030
## 2814  2212.350  2036.288   2388.412
## 2815  2441.790  2266.940   2616.640
## 2816  2213.691  2037.639   2389.744
## 2817  2146.468  1969.935   2323.000
## 2818  2159.044  1982.606   2335.483
## 2819  2257.505  2081.735   2433.276
## 2820  2909.134  2734.665   3083.604
## 2821  2218.954  2042.937   2394.972
## 2822  2132.463  1955.824   2309.102
## 2823  2854.175  2679.807   3028.543
## 2824  2206.267  2030.164   2382.370
## 2825  2145.417  1968.876   2321.957
## 2826  2811.401  2637.085   2985.717
## 2827  2157.495  1981.046   2333.945
## 2828  2142.142  1965.577   2318.708
## 2829  2144.312  1967.763   2320.861
## 2830  2167.320  1990.943   2343.698
## 2831  2135.544  1958.928   2312.159
## 2832  2235.602  2059.694   2411.511
## 2833  2130.865  1954.214   2307.517
## 2834  2273.282  2097.607   2448.957
## 2835  2140.706  1964.129   2317.282
## 2836  2162.639  1986.227   2339.051
## 2837  2193.646  2017.456   2369.836
## 2838  2208.465  2032.377   2384.553
## 2839  2130.865  1954.214   2307.517
## 2840  2443.419  2268.575   2618.262
## 2841  2142.666  1966.104   2319.227
## 2842  2130.865  1954.214   2307.517
## 2843  2130.865  1954.214   2307.517
## 2844  2134.765  1958.143   2311.387
## 2845  2131.934  1955.291   2308.578
## 2846  2130.865  1954.214   2307.517
## 2847  2130.865  1954.214   2307.517
## 2848  2130.865  1954.214   2307.517
## 2849  2130.865  1954.214   2307.517
## 2850  2130.865  1954.214   2307.517
## 2851  2130.865  1954.214   2307.517
## 2852  5347.661  5133.873   5561.449
## 2853  2130.865  1954.214   2307.517
## 2854  2136.288  1959.678   2312.898
## 2855  2145.799  1969.261   2322.336
## 2856  3182.196  3006.648   3357.745
## 2857  2154.932  1978.463   2331.401
## 2858  2156.635  1980.179   2333.092
## 2859  2931.490  2756.968   3106.012
## 2860  2354.152  2178.918   2529.386
## 2861  2242.482  2066.617   2418.347
## 2862  2130.865  1954.214   2307.517
## 2863  2802.328  2628.020   2976.636
## 2864  2130.865  1954.214   2307.517
## 2865  2294.757  2119.208   2470.307
## 2866  5662.734  5439.952   5885.515
## 2867  2260.376  2084.623   2436.129
## 2868  2130.865  1954.214   2307.517
## 2869  2134.100  1957.473   2310.727
## 2870  2138.629  1962.037   2315.221
## 2871  4274.414  4085.506   4463.323
## 2872  2134.490  1957.866   2311.114
## 2873  2132.655  1956.017   2309.293
## 2874  2176.747  2000.438   2353.057
## 2875  2130.865  1954.214   2307.517
## 2876  2135.778  1959.164   2312.392
## 2877  2394.024  2218.977   2569.071
## 2878  2159.740  1983.307   2336.173
## 2879  2130.865  1954.214   2307.517
## 2880  2130.865  1954.214   2307.517
## 2881  2161.419  1984.999   2337.840
## 2882  2134.100  1957.473   2310.727
## 2883  2150.417  1973.915   2326.920
## 2884  2151.397  1974.902   2327.893
## 2885  2154.028  1977.552   2330.504
## 2886  2130.865  1954.214   2307.517
## 2887  2661.539  2487.219   2835.859
## 2888  2760.375  2586.090   2934.659
## 2889  2367.008  2191.836   2542.179
## 2890  2132.586  1955.947   2309.224
## 2891  2137.565  1960.964   2314.165
## 2892  2135.778  1959.164   2312.392
## 2893  2135.778  1959.164   2312.392
## 2894  2133.235  1956.602   2309.869
## 2895  2130.865  1954.214   2307.517
## 2896  2686.796  2512.497   2861.095
## 2897  2130.865  1954.214   2307.517
## 2898  2130.865  1954.214   2307.517
## 2899  2172.785  1996.447   2349.123
## 2900  2130.865  1954.214   2307.517
## 2901  5745.378  5520.132   5970.623
## 2902  2301.701  2126.190   2477.211
## 2903  2130.865  1954.214   2307.517
## 2904  2131.357  1954.709   2308.005
## 2905  2130.865  1954.214   2307.517
## 2906  2133.885  1957.256   2310.513
## 2907  2137.213  1960.610   2313.816
## 2908  2194.402  2018.217   2370.587
## 2909  2132.586  1955.947   2309.224
## 2910  2523.895  2349.316   2698.475
## 2911  2165.333  1988.940   2341.725
## 2912  2132.939  1956.303   2309.575
## 2913  2133.311  1956.678   2309.944
## 2914  2154.028  1977.552   2330.504
## 2915  2142.164  1965.599   2318.729
## 2916  2133.885  1957.256   2310.513
## 2917  2130.865  1954.214   2307.517
## 2918  2205.935  2029.830   2382.041
## 2919  2894.932  2720.493   3069.372
## 2920  2245.815  2069.972   2421.659
## 2921  2297.755  2122.222   2473.288
## 2922  3577.921  3399.145   3756.697
## 2923  2141.414  1964.843   2317.985
## 2924  2130.865  1954.214   2307.517
## 2925  2434.811  2259.934   2609.688
## 2926  2193.842  2017.654   2370.031
## 2927  2271.001  2095.312   2446.689
## 2928  2136.961  1960.356   2313.566
## 2929  2140.138  1963.557   2316.718
## 2930  2130.865  1954.214   2307.517
## 2931  2100.468  1923.575   2277.361
## 2932  2184.141  2007.884   2360.398
## 2933  2141.380  1964.809   2317.951
## 2934  2443.193  2268.349   2618.038
## 2935  2161.932  1985.515   2338.349
## 2936  2130.865  1954.214   2307.517
## 2937  2813.415  2639.097   2987.732
## 2938  2130.865  1954.214   2307.517
## 2939  2130.865  1954.214   2307.517
## 2940  2170.796  1994.443   2347.148
## 2941  2168.175  1991.803   2344.546
## 2942  2130.865  1954.214   2307.517
## 2943  2142.069  1965.503   2318.635
## 2944  2190.713  2014.503   2366.924
## 2945  2737.640  2563.359   2911.922
## 2946  2133.885  1957.256   2310.513
## 2947  2154.028  1977.552   2330.504
## 2948  3902.097  3719.277   4084.916
## 2949  5088.393  4881.488   5295.297
## 2950  2222.953  2046.961   2398.944
## 2951  2130.865  1954.214   2307.517
## 2952  2223.782  2047.796   2399.768
## 2953  2136.858  1960.253   2313.464
## 2954  2132.900  1956.264   2309.536
## 2955  2132.586  1955.947   2309.224
## 2956  2130.865  1954.214   2307.517
## 2957  2436.159  2261.287   2611.031
## 2958  2140.167  1963.587   2316.747
## 2959  2142.903  1966.344   2319.463
## 2960  3169.386  2993.910   3344.863
## 2961  2154.028  1977.552   2330.504
## 2962  2141.140  1964.567   2317.712
## 2963  2130.865  1954.214   2307.517
## 2964  2625.460  2451.096   2799.825
## 2965  2130.865  1954.214   2307.517
## 2966  2208.408  2032.319   2384.496
## 2967  2130.865  1954.214   2307.517
## 2968  2130.865  1954.214   2307.517
## 2969  7310.448  7032.152   7588.744
## 2970  2268.182  2092.477   2443.888
## 2971  3718.686  3538.305   3899.068
## 2972  2132.810  1956.173   2309.447
## 2973  2134.904  1958.284   2311.525
## 2974  2254.808  2079.021   2430.596
## 2975  2135.778  1959.164   2312.392
## 2976  2141.070  1964.497   2317.644
## 2977  2149.530  1973.020   2326.039
## 2978  2266.673  2090.959   2442.388
## 2979  2154.770  1978.300   2331.240
## 2980  2137.109  1960.505   2313.712
## 2981  2267.829  2092.121   2443.537
## 2982  2285.009  2109.403   2460.615
## 2983  2490.233  2315.553   2664.912
## 2984  2130.865  1954.214   2307.517
## 2985  2157.880  1981.433   2334.327
## 2986  2130.865  1954.214   2307.517
## 2987  3669.827  3490.030   3849.625
## 2988  2145.632  1969.093   2322.170
## 2989  2168.621  1992.253   2344.989
## 2990  2233.806  2057.886   2409.727
## 2991  2203.389  2027.266   2379.512
## 2992  2191.441  2015.236   2367.646
## 2993  2224.073  2048.089   2400.057
## 2994  2292.838  2117.277   2468.398
## 2995  2216.426  2040.391   2392.460
## 2996  2142.903  1966.344   2319.463
## 2997  2159.260  1982.823   2335.697
## 2998  2208.484  2032.396   2384.572
## 2999  2238.344  2062.453   2414.235
## 3000  3268.462  3092.376   3444.549
## 3001  2154.830  1978.360   2331.300
## 3002  2241.498  2065.627   2417.369
## 3003  2150.988  1974.490   2327.487
## 3004  2220.144  2044.134   2396.153
## 3005  2159.716  1983.283   2336.150
## 3006  2173.173  1996.837   2349.508
## 3007  2316.509  2141.080   2491.938
## 3008  2761.831  2587.546   2936.116
## 3009  2186.577  2010.337   2362.816
## 3010  2331.824  2156.477   2507.172
## 3011  2178.958  2002.664   2355.252
## 3012  2195.565  2019.389   2371.742
## 3013  2465.389  2290.625   2640.152
## 3014  2277.012  2101.360   2452.665
## 3015  2184.245  2007.989   2360.501
## 3016  3097.512  2922.399   3272.624
## 3017  2130.865  1954.214   2307.517
## 3018  2313.730  2138.286   2489.174
## 3019  2138.470  1961.877   2315.063
## 3020  2130.865  1954.214   2307.517
## 3021  2325.607  2150.227   2500.987
## 3022  2130.865  1954.214   2307.517
## 3023  2309.759  2134.293   2485.225
## 3024  2222.694  2046.701   2398.687
## 3025  2212.133  2036.070   2388.197
## 3026  2140.869  1964.294   2317.444
## 3027 21915.847 20989.217  22842.477
## 3028  3099.390  2924.269   3274.510
## 3029  2144.655  1968.109   2321.201
## 3030  2143.596  1967.042   2320.150
## 3031  2187.476  2011.243   2363.709
## 3032  2135.862  1959.249   2312.476
## 3033  2144.036  1967.485   2320.587
## 3034  2146.167  1969.632   2322.702
## 3035  2140.701  1964.125   2317.277
## 3036  2140.322  1963.743   2316.901
## 3037  4073.858  3888.414   4259.303
## 3038  2130.865  1954.214   2307.517
## 3039  2391.874  2216.817   2566.931
## 3040  2150.513  1974.011   2327.015
## 3041  3899.294  3716.514   4082.073
## 3042  3753.196  3572.385   3934.007
## 3043  2152.620  1976.134   2329.107
## 3044  2508.040  2333.416   2682.665
## 3045  2130.865  1954.214   2307.517
## 3046  2188.959  2012.736   2365.182
## 3047  2625.381  2451.016   2799.745
## 3048  2164.196  1987.796   2340.597
## 3049  2684.942  2510.641   2859.242
## 3050  2136.573  1959.965   2313.181
## 3051  2188.078  2011.849   2364.307
## 3052  2400.943  2225.926   2575.960
## 3053  2145.986  1969.450   2322.522
## 3054  2600.709  2426.304   2775.113
## 3055  2136.916  1960.311   2313.521
## 3056  2158.051  1981.605   2334.497
## 3057  2152.750  1976.264   2329.235
## 3058  2163.566  1987.161   2339.972
## 3059  2180.190  2003.905   2356.475
## 3060  2150.082  1973.577   2326.587
## 3061  2178.329  2002.031   2354.627
## 3062  5935.194  5704.137   6166.251
## 3063  2264.969  2089.244   2440.694
## 3064  2152.326  1975.838   2328.815
## 3065  2705.023  2530.734   2879.312
## 3066  2177.553  2001.249   2353.857
## 3067  2505.741  2331.110   2680.373
## 3068  2130.865  1954.214   2307.517
## 3069  2433.058  2258.174   2607.942
## 3070  2130.865  1954.214   2307.517
## 3071  2229.549  2053.601   2405.496
## 3072  2172.181  1995.838   2348.523
## 3073  2182.833  2006.567   2359.099
## 3074  2156.694  1980.238   2333.149
## 3075  2152.592  1976.105   2329.078
## 3076  2145.965  1969.429   2322.502
## 3077  2455.186  2280.386   2629.986
## 3078  2162.697  1986.286   2339.109
## 3079  2921.951  2747.453   3096.450
## 3080  2140.585  1964.008   2317.162
## 3081  2573.618  2399.160   2748.075
## 3082  2148.710  1972.195   2325.226
## 3083  2136.715  1960.108   2313.322
## 3084  2176.426  2000.114   2352.738
## 3085  2287.556  2111.964   2463.147
## 3086  2267.718  2092.010   2443.426
## 3087  2239.822  2063.941   2415.704
## 3088  2133.600  1956.970   2310.231
## 3089  2135.299  1958.681   2311.917
## 3090 10678.914 10263.740  11094.089
## 3091  2177.221  2000.915   2353.527
## 3092  2235.202  2059.291   2411.113
## 3093  2242.689  2066.826   2418.552
## 3094  2400.409  2225.390   2575.428
## 3095  2215.658  2039.619   2391.698
## 3096  2130.865  1954.214   2307.517
## 3097  2151.887  1975.395   2328.378
## 3098  2199.305  2023.154   2375.456
## 3099  2284.349  2108.739   2459.959
## 3100  2156.798  1980.343   2333.253
## 3101  2763.027  2588.742   2937.313
## 3102  2163.318  1986.911   2339.724
## 3103  2510.363  2335.745   2684.981
## 3104  2178.459  2002.162   2354.756
## 3105  2296.764  2121.226   2472.303
## 3106  2163.446  1987.040   2339.852
## 3107  2232.356  2056.427   2408.286
## 3108  2664.331  2490.014   2838.649
## 3109  2315.946  2140.514   2491.378
## 3110  2143.099  1966.541   2319.657
## 3111  2168.992  1992.627   2345.357
## 3112  2189.697  2013.480   2365.915
## 3113  2163.178  1986.770   2339.586
## 3114  2267.465  2091.755   2443.175
## 3115  2150.007  1973.501   2326.513
## 3116  2266.330  2090.613   2442.047
## 3117  2948.044  2773.479   3122.609
## 3118  2227.277  2051.314   2403.240
## 3119  2147.500  1970.975   2324.024
## 3120  2715.881  2541.596   2890.166
## 3121  2304.957  2129.465   2480.450
## 3122  2130.865  1954.214   2307.517
## 3123  2493.548  2318.878   2668.217
## 3124  2175.360  1999.040   2351.679
## 3125  2135.762  1959.148   2312.376
## 3126  2200.299  2024.155   2376.443
## 3127  3048.667  2873.765   3223.569
## 3128  2140.700  1964.124   2317.276
## 3129  2145.498  1968.958   2322.038
## 3130  2130.865  1954.214   2307.517
## 3131  2300.852  2125.337   2476.367
## 3132  2130.865  1954.214   2307.517
## 3133  2254.423  2078.633   2430.213
## 3134  2181.842  2005.569   2358.115
## 3135  2167.560  1991.184   2343.936
## 3136  2207.737  2031.644   2383.830
## 3137  2130.865  1954.214   2307.517
## 3138  2484.197  2309.498   2658.896
## 3139  2200.205  2024.061   2376.350
## 3140  2230.992  2055.053   2406.930
## 3141  3951.025  3767.490   4134.559
## 3142  2234.365  2058.448   2410.281
## 3143  2142.505  1965.942   2319.067
## 3144  2224.959  2048.981   2400.937
## 3145  2268.441  2092.737   2444.145
## 3146  2296.664  2121.125   2472.203
## 3147  2190.817  2014.607   2367.026
## 3148  2133.067  1956.432   2309.702
## 3149  2314.505  2139.065   2489.944
## 3150  2278.363  2102.718   2454.008
## 3151  2367.367  2192.197   2542.536
## 3152  2299.701  2124.179   2475.223
## 3153  2130.865  1954.214   2307.517
## 3154  2130.865  1954.214   2307.517
## 3155  2147.867  1971.345   2324.389
## 3156  2656.371  2482.046   2830.696
## 3157  2154.997  1978.529   2331.466
## 3158  2130.865  1954.214   2307.517
## 3159  2130.865  1954.214   2307.517
## 3160  2170.924  1994.573   2347.276
## 3161  2162.432  1986.018   2338.845
## 3162  2538.383  2363.842   2712.923
## 3163  2218.282  2042.260   2394.304
## 3164  2144.329  1967.781   2320.878
## 3165  2175.115  1998.794   2351.436
## 3166  2197.844  2021.684   2374.005
## 3167  2233.491  2057.569   2409.414
## 3168  2136.753  1960.146   2313.359
## 3169  2139.248  1962.660   2315.835
## 3170  2319.309  2143.896   2494.723
## 3171  2248.785  2072.960   2424.609
## 3172  2173.590  1997.257   2349.922
## 3173  2149.168  1972.656   2325.681
## 3174  2130.865  1954.214   2307.517
## 3175  2540.060  2365.524   2714.597
## 3176  2203.766  2027.646   2379.886
## 3177  2187.361  2011.127   2363.595
## 3178  2130.865  1954.214   2307.517
## 3179  2143.021  1966.462   2319.579
## 3180  2152.702  1976.217   2329.188
## 3181  2209.924  2033.846   2386.002
## 3182  2130.865  1954.214   2307.517
## 3183  2169.958  1993.600   2346.317
## 3184  2136.089  1959.478   2312.701
## 3185  2153.095  1976.613   2329.578
## 3186  2142.253  1965.689   2318.818
## 3187  2422.983  2248.059   2597.907
## 3188  2139.842  1963.259   2316.425
## 3189  2361.598  2186.400   2536.795
## 3190  2147.164  1970.636   2323.691
## 3191  2176.928  2000.620   2353.237
## 3192  2136.576  1959.968   2313.183
## 3193  2234.417  2058.500   2410.333
## 3194  2130.865  1954.214   2307.517
## 3195  2280.061  2104.426   2455.696
## 3196  2130.865  1954.214   2307.517
## 3197  2179.682  2003.393   2355.970
## 3198  2157.699  1981.250   2334.147
## 3199  2145.164  1968.622   2321.706

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.